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  • What is Paraphrasing? An Overview With Examples
  • Learn English
  • James Prior
  • No Comments
  • Updated February 23, 2024

What is paraphrasing? Or should I say what is the definition of paraphrasing? If you want to restate something using different words whilst retaining the same meaning, this is paraphrasing.

In this article, we cover what paraphrasing is, why it’s important, and when you should do it. Plus, some benefits and examples.

Paraphrasing

Table of Contents

Paraphrase Definition: What is Paraphrasing?

Paraphrasing is when you restate the information from a source using your own words while maintaining the original meaning. It involves expressing the ideas in a different way, often to clarify or simplify the content, without directly quoting the source.

When you paraphrase, you are not only borrowing, clarifying, or expanding on the information but also ensuring that you do all of these actions without plagiarizing the original content. It’s therefore definitely worth learning how to paraphrase if you want to improve your writing skills.

Why is Paraphrasing Important?

Paraphrasing is a valuable skill that allows you to convey information in your unique writing style while still giving credit to someone else’s ideas. It’s important for several reasons, and it serves various functions in both academic and professional writing.

Here are some key reasons why you should paraphrase:

  • Paraphrasing allows you to present information from sources in your own words, reducing the risk of plagiarism. Proper in-text citation is still necessary, but paraphrasing demonstrates your understanding and interpretation of the material.
  • When you paraphrase, you are required to comprehend the original content fully. You actively engage with the information, helping you better understand complex concepts and ideas. This process of restating the information in your own words showcases your understanding of the subject matter.
  • By paraphrasing, you can clarify complex ideas or technical language and convey information in a clearer, shorter, and simpler form. This makes it more accessible to your audience and ensures they grasp the key points. This is particularly important when communicating with readers who may not be familiar with specialized terminology.
  • Paraphrasing is valuable when synthesizing information from various sources. It enables you to blend ideas cohesively while maintaining a consistent writing style throughout your work.
  • Paraphrasing allows you to inject your unique writing style and voice into the content. It helps you present information in a way that is more aligned with your personal expression and perspective.
  • In certain situations where you need to meet specific length requirements for assignments or publications, paraphrasing allows you to convey information more concisely while still preserving the essential meaning.
  • Paraphrasing helps maintain a smooth flow and cohesiveness in your writing. It allows you to integrate information seamlessly, avoiding abrupt shifts between your own ideas and those from external sources.
  • Depending on your audience, you may need to adapt the language and level of technicality of the information you present. Paraphrasing allows you to tailor the content to suit the needs of your specific readership.

Incorporating paraphrasing into your writing not only showcases your understanding of the material but also enhances the overall quality and originality of your work.

When Should You Paraphrase?

Knowing when to paraphrase is an important skill, especially in academic writing and professional communication. Here are some situations in which you should consider paraphrasing:

  • To Avoid Plagiarism:  Whenever you want to incorporate information from source material into your own work, but don’t want to use a direct quotation, paraphrasing is necessary to present the ideas in your own words while still acknowledging the original source.
  • To Express Understanding:  Paraphrasing demonstrates your understanding of a topic by rephrasing the information in a way that shows you have processed and comprehended the material.
  • To Simplify Complex Information:  If you encounter complex or technical language that may be difficult for your audience to understand, paraphrasing can help you clarify and simplify the information to make it more accessible and digestible.
  • To Integrate Multiple Sources:  When synthesizing information from multiple sources, paraphrasing allows you to blend the ideas cohesively while maintaining your own voice and perspective.
  • To Maintain Consistency in Writing Style:  In academic writing or professional writing, paraphrasing can help you maintain a consistent writing style throughout your work. This helps to ensure that all sections flow smoothly and are coherent.
  • To Meet Specific Requirements:  Some assignments or publications may have specific requirements. This could relate to the number of words or concern the use of direct quotations. In such cases, paraphrasing allows you to meet these requirements while still incorporating relevant information from your sources.

What Are the Benefits of Paraphrasing?

Rewriting information in a clearer, shorter, and simpler form is called paraphrasing, so one of the benefits of paraphrasing is already clear! However, it can also be a useful exercise for other reasons, which are outlined below:

Avoiding Plagiarism

One of the main benefits of paraphrasing is mastering the ability to present information from external sources in a way that is entirely your own. By restructuring the content and expressing it using your words, you create a distinct piece of writing that reflects your comprehension and interpretation of the original material. This not only showcases your academic or professional integrity but also safeguards against unintentional plagiarism.

Paraphrasing is a fundamental skill in academic and professional settings, where originality and proper attribution are highly valued. This is especially true when it comes to writing research papers, where you’ll often need to reference someone else’s ideas with appropriate citations.

When you paraphrase effectively, you communicate to your audience that you respect the intellectual property of others while contributing your unique insights. This ethical approach to information usage enhances your credibility as a writer or researcher and reinforces the integrity of your work.

Enhancing Understanding

When you engage in paraphrasing, you actively participate in the material you are working with. You are forced to consider the ideas presented in the source material. You need to discern the essential concepts, identify key phrases, and decide how best to convey the message in a way that resonates with you.

This active engagement not only aids in understanding the content but also encourages critical thinking as you evaluate and interpret the information from your own standpoint.

By expressing someone else’s ideas in your own words, you deepen your understanding of the content. This process requires you to dissect the original text, grasp its nuances, and then reconstruct it using your language and perspective. In this way, you go beyond mere memorization and truly internalize the information, fostering a more profound comprehension of the subject matter.

Tailoring Information for Your Audience

Paraphrasing empowers you to adapt the language and complexity of the information to suit the needs and understanding of your audience. As you rephrase the content, you have the flexibility to adjust the level of technicality, simplify complex terminology, or tailor the tone to make the information more accessible to your specific readership.

Consider your audience’s background, knowledge level, and interests. Paraphrasing allows you to bridge the gap between the original content and the understanding of your intended audience.

Whether you are communicating with experts in a particular field or a general audience, the ability to paraphrase ensures that the information is conveyed in a way that resonates with and is comprehensible to your readers. This skill not only facilitates effective communication but also demonstrates your awareness of the diverse needs of your audience.

Improves Writing Skills

Paraphrasing helps in the development and refinement of your writing skills. When you actively engage in the process of rephrasing someone else’s ideas, you hone your ability to express concepts in a clear, concise, and coherent manner.

This practice refines your language proficiency, encouraging you to explore different types of sentence structure, experiment with vocabulary, and ultimately develop a more sophisticated and nuanced writing style.

As you paraphrase, you gain a heightened awareness of grammar, syntax, and word choice. This translates into improved writing, helping you construct well-articulated sentences and paragraphs. Moreover, paraphrasing allows you to experiment with different writing tones and adapt your style to suit the context or purpose of your writing, fostering versatility and adaptability in your expression.

Saves Time and Energy

Paraphrasing can significantly reduce the time and energy spent on the writing process. Rather than grappling with the challenge of integrating lengthy direct quotations or struggling to find the perfect synonym, paraphrasing allows you to distill and convey information in a more streamlined way.

This becomes particularly advantageous when faced with strict deadlines. By mastering paraphrasing, you empower yourself to produce well-crafted, original content in a shorter timeframe, allowing you to meet deadlines without compromising the quality of your work.

Examples of Paraphrasing

Here are some examples of paraphrasing:

  • Original:  “The advancements in technology have revolutionized the way we communicate with each other.”
  • Paraphrased:  “Technological progress has transformed how we interact and communicate with one another.”
  • Original:  “Deforestation poses a significant threat to global ecosystems and biodiversity.”
  • Paraphrased:  “The impact of deforestation represents a substantial danger to ecosystems and the diversity of life on a global scale.”
  • Original:  “Effective time management is essential for achieving productivity in both professional and personal spheres.”
  • Paraphrased:  “Efficient management of time is crucial for attaining productivity in both professional and personal aspects of life.”
  • Original:  “The restaurant offers a diverse selection of culinary choices, ranging from traditional dishes to modern fusion cuisine.”
  • Paraphrased:  “The restaurant provides a variety of food options, including both traditional and modern fusion dishes.”
  • Original:  “The novel explores the complexities of human relationships in a rapidly changing society.”
  • Paraphrased:  “The book delves into the challenges of human connections in a fast-changing world.”
  • Original:  “Regular exercise is crucial for maintaining optimal physical health and preventing various health issues.”
  • Paraphrased:  “Exercising regularly is important for keeping your body healthy and avoiding health problems.”

In these examples, you can observe the use of different wording, sentence structure, and synonyms while preserving the core meaning of the original sentences. This is the essence of paraphrasing.

What Are the Differences Between Paraphrasing, Quoting, and Summarizing?

So, we’ve established that successful paraphrasing is a way of rewriting someone else’s words whilst retaining their meaning and still giving credit to the original author’s ideas. But how is this different from quoting and summarizing?

While paraphrasing, quoting, and summarizing are all ways of incorporating information from source material into your own writing, there are key differences between them:

Paraphrasing

  • Definition:  Paraphrasing involves rephrasing someone else’s ideas or information in your own words while retaining the original meaning.
  • Usage:  You use paraphrasing when you want to present the information in a way that suits your writing style or when you need to clarify complex ideas.
  • Example:  Original: “The study found a significant correlation between sleep deprivation and decreased cognitive performance.” Paraphrased: “The research indicated a notable link between lack of sleep and a decline in cognitive function.”
  • Definition:  Quoting involves directly using the exact words from a source and enclosing them in quotation marks.
  • Usage:  You use quoting when the original wording is essential, either because of its precision or uniqueness, or when you want to highlight a specific phrase or concept.
  • Example:  Original: “The author argues, ‘In the absence of clear guidelines, individual judgment becomes paramount in decision-making.'”

The use of quotation marks is vital when quoting.

Summarizing

  • Definition:  Summarizing involves condensing the main ideas of a source or original passage in your own words, focusing on the most crucial points.
  • Usage:  You use summarizing when you need to provide a concise overview of a longer piece of text or when you want to capture the key points without including all the details.
  • Example:  Original: A lengthy article discussing various factors influencing climate change. Summary: “The article outlines key factors contributing to climate change, including human activities and natural processes.”

In summary, paraphrasing is about expressing someone else’s ideas in your own words, quoting involves directly using the original words, and summarizing is about condensing the main points of a source.

Each technique serves different purposes in writing and should be used based on your specific goals and the nature of the information you are incorporating. If you want to level up your writing skills you need to be able to do all three of these.

Conclusion (In Our Own Words)

Paraphrasing is a valuable skill with numerous benefits. It helps you understand complex ideas, refine your writing style, and demonstrate ethical information use. It also allows you to tailor information for different audiences and can save time in academic and professional writing.

So, if you want to incorporate information from external sources into your writing in a way that is clear, concise, and respectful of the original author’s work, it’s worth mastering the art of paraphrasing.

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  • Literary Terms
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  • When & How to Use Paraphrase

I. What is a Paraphrase?

A paraphrase (pronounced par – uh -freyz) is a restatement or rewording of a paragraph  or text,  in order to borrow, clarify, or expand on information without plagiarizing. Paraphrasing is an important tool to use when writing research papers, essays , and pieces of journalism.

II. Examples of Paraphrasing

For examples of paraphrasing, consider these possible re-wordings of the same statement:

She angered me with her inappropriate comments, rumor-spreading, and disrespectfulness at the formal dinner table.

She made me angry when she was rude at dinner.

This paraphrase is an example of a rewording which shortens and simplifies while maintaining the same meaning.

Her impoliteness, gossiping, and general lack of respect at dinner infuriated me.

This rephrasing maintains the same meaning but is rearranged in a creative way.

I was mad when she started spreading rumors, making inappropriate comments, and disrespecting other guests at our dinner.

Another paraphrase, this rewording properly and interestingly rearranges the information provided in the original sentence.

III. Types of Paraphrasing

A. change of parts of speech.

Parts of speech ranging from verbs and nouns to adjectives and adverbs are replaced with new parts of speech in this type of paraphrasing. Here is an example:

Original Sentence:

The boy quickly ran across the finish line, seizing yet another victory.

Paraphrase:

The quick boy seized yet another victory when he ran across the finish line.

In this example, many parts of speech are changed: the adverb quickly becomes the adjective quick, and the verb phrase with the gerund seizing becomes the verb seized.

B.  Change of Structure

This type of paraphrasing involves changing the sentence’s structure, sometimes creating a passive voice from an active voice and vice versa. The change in structure can be used to reflect the writer’s interpretation of the original quote. Here is an example of change of structure paraphrasing:

Puppies were adopted by numerous kind souls at the puppy drive.

Many kind souls adopted puppies during the puppy drive.

In this example, the object of the sentence (kind souls) becomes the subject with an active voice (adopted) rather than a passive voice (were adopted).

C. Reduction of Clauses

Reduction of clauses paraphrases reduce the number of clauses in a sentence, which can be interruptive or confusing, by incorporating the phrases into the sentence. Here is an example of reduction of clauses paraphrasing:

While I understand where you’re coming from, and truly respect your opinion, I wish you would express yourself more clearly, like Clara does.

I understand where you’re coming from and respect your opinion, but I wish you would be more like Clara and express yourself more clearly.

D. Synonym Replacement

Synonym replacement paraphrasing is one of the simplest forms of paraphrasing: replacing words with similar words, or synonyms. Here is an example:

The older citizens were honored with a parade for those once in the military.

Senior citizens were honored with a march for veterans.

In this example, many synonyms are used: older citizens are senior citizens, a parade becomes a march, and those once in the military refers to veterans.

IV. The Importance of Using Paraphrase

Paraphrasing is a way of referencing a source without directly quoting it or of further explaining a selected quote. Correct paraphrasing is important in that poor paraphrasing can result in accusations of plagiarism, or copying from a source without correctly citing it. Paraphrasing allows writers to examine the meaning of others’ work, creatively rephrase their statements, and craft information to suit an essay or composition’s goal or focus.

V. Paraphrase in Literature

Paraphrasing can be found in a variety of journalistic sources from newspapers to film documentaries to literary journals. Here are a few examples of paraphrasing in literature:

Someone once wrote that musicians are touched on the shoulder by God, and I think it’s true. You can make other people happy with music, but you can make yourself happy too.

In John Berendt’s nonfiction novel Midnight in the Garden of Good and Evil , a character references what someone has once written by paraphrasing their message.

I’m going to paraphrase Thoreau here… rather than love, than money, than faith, than fame, than fairness… give me truth.

In this example from the nonfiction novel Into the Wild , Jon Krakauer paraphrases Thoreau’s larger message of transcendence.

So far, Laurance’s critiques of new road-building schemes have been well received, but he expects that to change.

In Michelle Nijhuis’ article “What Roads Have Wrought,” William Laurance is paraphrased rather than quoted to express his general viewpoint.

VI. Paraphrase in Pop Culture

Paraphrasing is often found in pop culture when attempting to translate the language of older plays, poems, and stories, such as Shakespeare’s works. Here are a few examples of paraphrasing in pop culture:

10 Things I Hate About You (1999):

Just a minor encounter with the shrew… the mewling, rampalian wretch herself.

In the modern-day adaptation of Shakespeare’s The Taming of the Shrew , many characters ’ lines paraphrase Shakespeare’s originals. Here is Shakespeare’s version:

A meacock wretch can make the curstest shrew.

A Different World: Romeo, Oh Romeo

First, the student reads Shakespeare’s original words:

Oh gentle Romeo. If thou dost love, pronounce it faithfully. Or if thou thinkest I’m too quickly won, I’ll frown and be perverse and say thee nay, so thou wilt woo.

Then, she paraphrases to translate its meaning for modern ears:

It’s all about translation. Oh, sweet thang Romeo. If you think I’m all that, then step to me correctly. But if you think I’m a skeeze, I’ll be dissin’ and dismissin’, then you’ll be workin’ overtime getting’ me back.

VII. Related Terms

Like paraphrases, summaries are rewordings of original statements. Whereas paraphrases are precise and specific, summaries are brief and selective. Summaries report main points in a shortened version of the original, whereas paraphrases simply restate the original statement in a new way. Here is an example of summary versus paraphrase:

Original Statement:

At the party we had delicious red punch, a bunch of different appetizers, and a cookout. Since it was at the park, we played volleyball, went swimming, and sunbathed for fun.

At the party we enjoyed food and drink and various outdoor activities.

Here, the summary purposefully shortens the original statement while covering its major points.

At the party we drank some punch, ate a handful of appetizers, and had a cookout. The park allowed us to enjoy a number of enjoyable activities from volleyball to swimming to sunbathing.

As this example shows, the paraphrase rephrases the original statement and keeps more of its original content than the summary.

Translation

Although paraphrase sometimes translates difficult phrasing into more understandable phrasing, it is not literally considered translation. For something to be a translation, it must change writing in one language to another language. Here is an example of translation versus paraphrasing:

Original Phrase:

That’s life.

Translation into French:

C’est la vie.

That’s just how life goes sometimes.

Although we loosely may refer to paraphrase as translating ideas, technically it is not a tool of translation.

VIII. In Closing

Paraphrasing is an important tool for nonfiction writers, journalists, and essayists alike. It is a common proponent of news and reporting. Correct paraphrasing protects writers from plagiarism and allows them to creatively rephrase original works, incorporating them into their own compositions.

List of Terms

  • Alliteration
  • Amplification
  • Anachronism
  • Anthropomorphism
  • Antonomasia
  • APA Citation
  • Aposiopesis
  • Autobiography
  • Bildungsroman
  • Characterization
  • Circumlocution
  • Cliffhanger
  • Comic Relief
  • Connotation
  • Deus ex machina
  • Deuteragonist
  • Doppelganger
  • Double Entendre
  • Dramatic irony
  • Equivocation
  • Extended Metaphor
  • Figures of Speech
  • Flash-forward
  • Foreshadowing
  • Intertextuality
  • Juxtaposition
  • Literary Device
  • Malapropism
  • Onomatopoeia
  • Parallelism
  • Pathetic Fallacy
  • Personification
  • Point of View
  • Polysyndeton
  • Protagonist
  • Red Herring
  • Rhetorical Device
  • Rhetorical Question
  • Science Fiction
  • Self-Fulfilling Prophecy
  • Synesthesia
  • Turning Point
  • Understatement
  • Urban Legend
  • Verisimilitude
  • Essay Guide
  • Cite This Website
  • AI in action
  • AI in the enterprise
  • Humans of AI

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– 7 min read

How to paraphrase (including examples)

Jessica Malnik

Jessica Malnik

paraphrasing questions definition

Paraphrasing has gotten a bad reputation due to its association with plagiarism . However, when used correctly, paraphrasing has the potential to elevate your writing and give you a better understanding of the research.

In this post, we’ll discuss what paraphrasing is, why we do it, and 6 steps to walk you through the process. We’ll also share what not to do with paraphrasing, along with some examples.

Paraphrasing definition and rules

Paraphrasing is simply a way of summarizing someone else’s content in your own words. When you paraphrase, you keep the meaning or intent of the original work without copying it word for word. However, paraphrasing can quickly become a form of plagiarism if done incorrectly. This is why it’s crucial to follow the rules of paraphrasing.

When borrowing the ideas from someone else’s content, there’s one important rule to follow: you must correctly cite your source. This can be done in a number of ways depending on the style guide you use. 

Source citing is different for MLA and APA formatting and style guides. You’ll need to familiarize yourself with the citation formats for whichever one you follow. However, in some cases, simply hyperlinking the source will be sufficient.

Why do we paraphrase?

There are a number of reasons that professional writers and students alike choose to paraphrase content. Here are just a few of the common reasons that a writer would choose to paraphrase instead of including a quote or summarization.

Process information better 

One benefit of paraphrasing is that it helps you process the author’s ideas. When you have to rewrite the material in your own words, it makes you really think about the context and how it fits into your piece. If you want to really understand the material you’re citing, try rewriting it. If you were to quote the same information, you would miss out on the benefit of analyzing the source material.

For example, if you are writing a research paper all about Shakespeare’s influence on modern-day literature, you don’t want to just use a ton of direct quotes, instead by paraphrasing original passages, it can help you comprehend and analyze the material better.  

Improve your credibility with readers

You can also improve your credibility by association with the sources you decide to paraphrase. 

When you rewrite the material, you create a connection between your content and the knowledge from the source. 

Your audience will have a better understanding of the direction of your piece if you’re paraphrasing a reputable source with established authority on the subject.

Present data in an interesting way

If you’re referencing a data-heavy webpage or study, then paraphrasing is an engaging way to present the information in your own writing style. 

This allows you to tell a story with the source material instead of simply citing numbers or graphs.

Show that you understand the source

Another reason for paraphrasing that’s particularly important in academic writing is to demonstrate that you’ve read and comprehended the source material. 

For example, if all of you are doing is copying and pasting the original words of a textbook, you aren’t really learning anything new. When you summarize the material in your own words, it helps you to understand the material faster.  

How to paraphrase in 6 steps

Paraphrasing is simple when you break it down into a series of steps. 

Here are the 6 steps you can use to paraphrase your sources:

1. Choose a reputable source

First, you need to pick a credible source to paraphrase. A credible source will likely have ideas and concepts that are worth repeating. Be sure to research the author’s name and publisher’s credentials and endorsements (if applicable).

You’ll also want to check the date of the publication as well to make sure it’s current enough to include in your writing.

paraphrasing questions definition

2. Read and re-read the source material

You want to be sure that you understand the context and information in the original source before you can begin to rework it into your own words. Read through it as many times as you need so you’re sure that you grasp the meaning.

3. Take some notes 

Once you have an understanding of the passage, you’ll want to jot down your initial thoughts. 

What are the key concepts in the source material? 

What are the most interesting parts? 

For this part, it helps to break up the content into different sections. This step will give you a sort of mini-outline before you proceed with rephrasing the material.

4. Write a rough draft

Write your version of the content without looking at the original source material. This part is important. 

With the source hidden, you’ll be less likely to pull phrasing and structure from the original. You are welcome to reference your notes, though. This will help you write the content in your own words without leaning on the source but still hit the key points you want to cover.

5. Compare and revise

Once you have your initial draft written, you should look at it side by side with the original source. Adjust as needed to ensure your version is written in a way that’s unique to your voice. 

This is a good time to break out a thesaurus if you notice you have used too many of the same words as the original source.

6. Cite your source

Whether you use MLA, APA, Chicago, or another style guide, now is the time to give proper credit to the original author or source. When posting content online, you may only need to hyperlink to the original source.

Keep in mind that the paraphrased text will not change depending on the citation style that you follow. It will just change how it’s cited.

What you shouldn’t do when paraphrasing

Now that you understand the process of paraphrasing and can follow the steps, it’s important that you know what to avoid. When paraphrasing, here are a few things to keep in mind:

1. Do NOT write while you’re still researching

You might be tempted to start writing during the research phase. However, this sets you up to miss information or restate the copy too closely to the source material. Be sure to do your research first, take notes, and then start writing the piece.

2. Do NOT skip the citations

When you pull a small amount of information from a paraphrased source, you may think you don’t need to cite it. However, any idea or copy that’s taken from another source is considered plagiarism if you don’t give it credit, even if it is only a little bit of information.

Paraphrasing examples

Here are some examples to help you understand what paraphrasing looks like when done correctly and incorrectly

Excerpt from LinkedIn’s Official Blog:

“When reaching out to connect with someone, share a personalized message telling the person why you would like to connect. If it’s someone you haven’t been in touch with in a while, mention a detail to jog that person’s memory for how you met, reinforce a mutual interest and kickstart a conversation.”

Here’s another example. This one is from the U.S. Department of Education:

“ The U.S. Department of Education does not accredit educational institutions and/or programs. However, the Department provides oversight over the postsecondary accreditation system through its review of all federally-recognized accrediting agencies. The Department holds accrediting agencies accountable by ensuring that they enforce their accreditation standards effectively. ”

Here’s one more example to show you how to paraphrase using a quote from Mark Twain as the source material:

“Twenty years from now you will be more disappointed by the things that you didn’t do than by the ones you did do. So, throw off the bowlines, sail away from safe harbor, catch the trade winds in your sails. Explore, Dream, Discover.”

Paraphrasing can be a beneficial tool for any writer. It can give you credibility and a deeper understanding of the topic. However, to successfully use paraphrasing, you must be careful to properly cite your sources and effectively put the material into your own words each time.

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Paraphrasing - an overview

Paraphrasing is ..., what are the differences between quoting, paraphrasing & summarising .

  • Why Paraphrase?
  • Paraphrasing versus Plagiarism
  • The Do's and Don'ts of Paraphrasing
  • Paraphrasing - examples
  • Further Information

paraphrasing questions definition

Paraphrasing is 'a restating of someone else’s thoughts or ideas in your own words. You must always cite your source when paraphrasing’ (Pears & Shields, 2019 p. 245).  

(Solas English, 2017)

  • Quoting means using someone else’s exact words and putting them in quotation marks.. 
  • Paraphrasing means expressing someone else’s ideas in your own voice, while keeping the same essential meaning.
  • Summarising means taking a long passage of text from someone else and condensing the main ideas in your own words.

Watch the video below for more information.  

(UNC Writing Center, 2019)

  • Next: Why Paraphrase? >>
  • Last Updated: Apr 10, 2024 3:42 PM
  • URL: https://lit.libguides.com/paraphrasing

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Paraphrasing is one way to use a text in your own writing without directly quoting source material. Anytime you are taking information from a source that is not your own, you need to specify where you got that information.

A paraphrase is...

  • Your own rendition of essential information and ideas expressed by someone else, presented in a new form.
  • One legitimate way (when accompanied by accurate documentation) to borrow from a source.
  • A more detailed restatement than a summary, which focuses concisely on a single main idea.

Paraphrasing is a valuable skill because...

  • It is better than quoting information from an undistinguished passage.
  • It helps you control the temptation to quote too much.
  • The mental process required for successful paraphrasing helps you to grasp the full meaning of the original.

6 Steps to Effective Paraphrasing

  • Reread the original passage until you understand its full meaning.
  • Set the original aside, and write your paraphrase on a note card.
  • Jot down a few words below your paraphrase to remind you later how you envision using this material. At the top of the note card, write a key word or phrase to indicate the subject of your paraphrase.
  • Check your rendition with the original to make sure that your version accurately expresses all the essential information in a new form.
  • Use quotation marks to identify any unique term or phraseology you have borrowed exactly from the source.
  • Record the source (including the page) on your note card so that you can credit it easily if you decide to incorporate the material into your paper.

Some examples to compare

Note that the examples in this section use MLA style for in-text citation.

The original passage:

Students frequently overuse direct quotation in taking notes, and as a result they overuse quotations in the final [research] paper. Probably only about 10% of your final manuscript should appear as directly quoted matter. Therefore, you should strive to limit the amount of exact transcribing of source materials while taking notes. Lester, James D. Writing Research Papers . 2nd ed., 1976, pp. 46-47.

A legitimate paraphrase:

In research papers, students often quote excessively, failing to keep quoted material down to a desirable level. Since the problem usually originates during note taking, it is essential to minimize the material recorded verbatim (Lester 46-47).

An acceptable summary:

Students should take just a few notes in direct quotation from sources to help minimize the amount of quoted material in a research paper (Lester 46-47).

A plagiarized version:

Students often use too many direct quotations when they take notes, resulting in too many of them in the final research paper. In fact, probably only about 10% of the final copy should consist of directly quoted material. So it is important to limit the amount of source material copied while taking notes.

A note about plagiarism: This example has been classed as plagiarism, in part, because of its failure to deploy any citation. Plagiarism is a serious offense in the academic world. However, we acknowledge that plagiarism is a difficult term to define; that its definition may be contextually sensitive; and that not all instances of plagiarism are created equal—that is, there are varying “degrees of egregiousness” for different cases of plagiarism.

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What The Heck Is Paraphrasing? Might Be The Most Helpful Communication Skill

What The Heck Is Paraphrasing? Might Be The Most Helpful Communication Skill

By Paola Pascual on September 8, 2021

What the heck is paraphrasing? Well, it turns out it might be one of the most helpful communication skills you’ll learn for your professional life. It consists of rewriting paragraphs or sentences, using different words and structures, to convey the same message. Read how it can help you and how to do it.

Paraphrasing definition

Paraphrase meaning: To paraphrase means to express the meaning of something using different words, usually –though not always– to achieve greater clarity.

What is the purpose of paraphrasing?

Although most dictionary definitions mention that the main goal of paraphrasing is achieving greater clarity, there’s so much more to it. Check out some of the situations in which paraphrasing will help you thrive.

#1 Achieve greater clarity

You can help others understand you better by tweaking the message (the words, the structure, the register). Imagine you are the project manager of a new product feature. If you have to explain the process to a new developer, you will need to explain all the technical aspects and details. Perhaps, they don’t understand a word or two, and you will need to explain this same message again using different terms. Here are some paraphrasing sentences to achieve greater clarity:

  • Original: It is paramount that we accentuate the beneficial effects that this program has had.
  • Paraphrase:  It is very important that we stress the beneficial effects of this program.
  • Original:  May I take this opportunity to remind applicants that any special request should be sent to the email address below provided.
  • Paraphrase:  If your application includes any special request, please email us at [email protected].

#2 Grab your audience’s attention

Now, take that same example and imagine you’re explaining this new feature to the whole team. You may then want to summarize or simplify, as most of your coworkers might not need to know all the technical details. In this case, you’re paraphrasing to suit your audience and grab their attention by giving them only what they need –instead of everything .

Look at the examples below. In the original sentence, the CTO is talking to one of the developers, while in the paraphrased sentence, she is talking to an Account Manager.

  • Original: The list for that query is populated manually by the server from users, and we are not able to determine that engagement list from such a complex expression.
  • Paraphrase: Please, remember to set the user status manually.

#3 Sell more

Learning to paraphrase will help you be more persuasive – to sell, to negotiate, to attract new customers. Repetition is a persuasive strategy widely used in marketing, politics, and sales. It consists of using moderate repetition in an argument, and it is based on the psychological basis that suggests that low to moderate levels of repetition within a message tend to make the receptors more open and in agreement with the argument. However, this repetition will be more impactful if done subtly. That is -if you find different ways to make the same argument repeatedly.

#4 Formulate someone else’s ideas in your own words

Another example of paraphrasing is when you formulate someone else’s ideas or messages in your own words. Instead of quoting someone (in written or spoken form), where you copy what another person has said with their exact words, you rephrase the message using different words. 

This is helpful in academic writing because it shows that you have understood the source and you are integrating it within your own narrative –though always remember to cite the original source (otherwise you will be committing plagiarism!).

Paraphrasing techniques

The following techniques are some of the most common ways in which you can reword a message.

#1 Changing vocabulary. Use synonyms and keywords to reword the original message.

  • Original: The government of Denmark declared that the COVID crisis is no longer a threat.
  • Paraphrase: Danish authorities announced that the COVID issue is not that dangerous anymore.

#2 Changing word category.  Turn nouns into verbs, verbs into nouns, adverbs into adjectives, or adjectives into adverbs.

#3 Modifying sentence pattern.  Alter the order of ideas or express the same idea with a different sentence structure.

  • Original: His personal secretary assisted him to complete the report. [verb]
  • Paraphrase: He completed the report with the assistance of his personal secretary. [noun]

#4 Changing the register. Adapt the message from formal to informal, or vice versa.

  • Original:  Any loss of this document should be reported immediately. [formal]
  • Paraphrase: If you lose this doc, let us know ASAP. [very informal] / If you lose this document, please report immediately. [neutral]

#5 Adapting the level of depth. Turn a specific message into a more general one, or vice versa. Omit information that your recipients don’t need or add details if necessary.

  • Original:  Our account manager needs to manually set a user’s status manually because the the system is not able to determine the engagement list from such a complex expression.
  • Paraphrase: Our account manager needs set the user status manually.

Learning how to paraphrase effectively will help you navigate the workplace in a more confident way. It takes practice, so you will want to try with a few examples. If you would like guidance from one of our communication experts, get in touch or join a free webinar.

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Paraphrasing tool

You can also paraphrase a fragment by using a paraphrase generator. They’re tools that rewrite your text and help you find different ways of expressing your message. It won’t be the same as learning how to do it yourself,  but it may be helpful when you need to reformulate a piece of text. They can also help you “test” your paraphrasing skills and give you new ideas during your learning process. An interesting tool to paraphrase online is QuillBot . Play around with it and try to paraphrase, summarize, and check your grammar with a text you wrote. You can select the level of accuracy (from only changing words to implementing structural changes) and it is free to use online.

You can find more paraphrasing tools here but, again, these writing tools can come in handy and help you with your writing, but learning how to paraphrase on the go is a very powerful tool that we encourage you to learn.

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Academic Writing & Research

An online resource for students and researchers

What is paraphrasing

What is Paraphrasing and Why Does it Matter in Academic Writing

In the worlds of academic writing, journalism, and professional communication, paraphrasing is a skill that often goes unnoticed but plays a pivotal role in conveying information effectively and ethically. But what is paraphrasing exactly? In this post, we explore the art of paraphrasing, what it entails, and why it matters in various contexts.

What Is Paraphrasing?

Paraphrasing is the process of rephrasing or rewording a piece of text, whether it’s a sentence, a paragraph, or an entire document, in your own words while retaining the original meaning. The goal is to convey the same message but with a different sentence structure or wording. Essentially, it’s like expressing someone else’s ideas using your unique voice.

The Importance of Paraphrasing

  • Avoiding Plagiarism : Plagiarism, the act of using someone else’s work without proper attribution, is a grave academic and ethical offence. Paraphrasing is a tool that allows writers to incorporate others’ ideas and research while avoiding plagiarism. It demonstrates respect for intellectual property and academic integrity.
  • Enhancing Understanding : When you paraphrase, you’re not just changing words; you’re engaging deeply with the source material. This process often leads to a better understanding of the content. It forces you to break down complex ideas and present them in a way that makes sense to you and your readers.
  • Fostering Critical Thinking : Paraphrasing encourages critical thinking. To rephrase effectively, you need to analyze the original text, identify its core ideas, and then find a new way to express them. This process sharpens your analytical skills and helps you become a more thoughtful writer.
  • Tailoring Information : Different audiences require different writing styles and levels of technicality. Paraphrasing allows you to tailor information to your audience’s needs. For instance, you can take a complex scientific study and present its findings in simpler terms for a general audience.
  • Improving Writing Skills : Paraphrasing is a valuable writing exercise. It challenges you to think creatively, expand your vocabulary, and experiment with sentence structure. Over time, this practice can significantly improve your overall writing skills.

Prime student

How to Paraphrase Effectively

  • Read Carefully : Start by thoroughly understanding the source material. Highlight key points and note any technical terms or phrases.
  • Put It in Your Own Words : Once you’ve grasped the essence of the content, rewrite it using your unique voice and style. Focus on conveying the same message without duplicating sentence structure or phrasing.
  • Use Synonyms : Replace words or phrases with synonyms to avoid direct copying. Be cautious, however, as not all synonyms have the exact same meaning or connotation.
  • Maintain Original Meaning : Ensure that the paraphrased version retains the original meaning. Don’t distort or misinterpret the source material.
  • Cite Your Sources : Even though you’re rephrasing, it’s crucial to provide proper attribution to the original author or source. This demonstrates honesty and respect for intellectual property.

Main takeaway

Paraphrasing is a valuable skill that enables writers to incorporate external information into their work while maintaining ethical standards and enhancing their understanding of the material. Whether you’re a student, journalist, blogger, or professional communicator, mastering the art of paraphrasing can greatly improve the quality and impact of your writing. It’s not just about changing words; it’s about making ideas accessible and engaging to your audience.

paraphrasing questions definition

Glenn Stevens

Academic writer and researcher. PhD supervisor. Glenn is also a qualified English teacher. He previously had an extensive career in publishing. Lives in the UK. Need help paraphrasing? Why not contact Glenn!

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Paraphrasing Explained: Definition, Techniques, and Examples for Effective Writing

Satwick Ghosh

Table of contents

While researching for your article or essay, you might have encountered a sentence or a paragraph that's so intriguing that you thought you must include it in your content! But you can't use those exact words, right?

Well, paraphrasing is the way to do that. However, the idea is not to steal someone's content but to capitalize on it by drafting a much better version while adding your input and research.

You can always have your own piece written and make it more intuitive to your audience while using the original one as a reference.

'It's easier said than done'

'Although the idea sounds like a good one in theory, it will still be difficult to actually execute it.'

Both the above sentences have similar meanings, but they appear different. That's a classic example of paraphrasing.

But how do you paraphrase while keeping the essence of the original sentence intact and still not plagiarising?

That calls for some tips and tricks! And here, we have got you covered.

In this blog, we will explain what is paraphrasing, why you might need to paraphrase, how to paraphrase, and the difference between paraphrasing and summarizing.

Let's dive in.

Table Of Contents

What is paraphrasing.

Paraphrasing is the process of restructuring or tweaking a paragraph so that it represents the same meaning or idea from the original statement but with different sentence construction, choice of words, formats, or, possibly, tone or voice.

It means making the meaning clearer, especially in a shorter and simpler form, along with your thoughts/comments. In addition to borrowing, clarifying, or expanding on information and your comments, paraphrasing is doing all the above-stated actions without plagiarizing the information.

Why do people paraphrase?

There are several reasons why people paraphrase. Following are some of the reasons for paraphrasing.

  • Paraphrasing helps avoid plagiarism.
  • It also provides support for claims or adds credibility to the writing.
  • It demonstrates your understanding and provides an alternative method to using indirect and direct quotes in your own words (referenced) infrequently.
  • Paraphrasing in academic research helps utilize source material for writing essays, providing evidence that the essay is appropriately referenced.
  • Paraphrasing in writing helps you ensure that you use sources to communicate something important to your readers.

What is paraphrasing plagiarism?

Plagiarism is stealing someone else’s ideas without acknowledgment. Plagiarism can come in several forms: global, verbatim, patchwork, paraphrase, and self-plagiarism. However, apart from global plagiarism, other types of plagiarism are often accidental.

Although paraphrasing is accepted , rephrasing sentences or paraphrasing someone else’s idea without citing or acknowledging is considered paraphrasing plagiarism. Even when translating someone else’s words, if the translated text from another language is not cited, this is also a type of paraphrasing plagiarism.

How to paraphrase?

When it comes to paraphrasing, you can either do it manually or use an AI-powered tool like Writesonic to rephrase your content. While we will guide you through both processes, here is how to paraphrase with Writesonic Content Rephraser.

Check out the steps below:

  • Log in to Writesonic or sign up (if you haven't already done so!).
  • Search for Content Rephrase and select the tool from the results.

how to paraphrase

  • On the Content Rephrase v2 window, put the text in the Content box.
  • Select the Words Length from the drop-down for the rephrased content.
  • Select your Brand Voice / Tone of Voice from the list.
  • Finally, hit the Generate button.

paraphrasing questions definition

If you are not satisfied with the output received, simply click on the Regenerate button.

paraphrasing questions definition

If you want, you can also paraphrase manually without using any tool.  Here is a guide on different techniques to paraphrase effectively,

What is the difference between summarizing and paraphrasing?

Summarizing is a concise statement that briefs the contents of the passage. On the other hand, paraphrasing is just rewriting sentences using your own words. In fact, there is more than one difference between summarizing and paraphrasing.

Check out the comparison chart to learn the differences between summarizing and paraphrasing, besides their definition.

Definition

Summarizing refers to the concise statements and key points of the original work or piece

Paraphrasing refers to restating the texts or passages in your own words based on your comprehension


Underlines

The central idea of the original sentence


Simplifies and clarifies the original sentence or texts


Length of the text

It is shorter when compared with the original writing or piece


It is almost the same length as the original statement


Objective 

To express the general concept of the piece or work briefly using a precise language


To break down the complex words into more comprehensible and simple words


Uses

When you want to provide a quick review of the topic or piece


When you want to present your point of view in different words while incorporating the authors’ ideas as well


Doesn’t include

Unnecessary information, details, examples, and reader’s interpretations 


Problematic language, lengthy quotes, same words from the original passage or phrases from the original sentence. 


Top 5 tips and tricks to follow while paraphrasing

Following are 5 digestible paraphrasing tips you can incorporate when paraphrasing your sentences.

Identify the important parts

You can't paraphrase until you understand the meaning! In fact, paraphrasing demonstrates your understanding of the original material. Thus, read the original content until you get enough ideas to explain it in your own words.

Once you have the original concept, reduce it to the key points, and don't focus on the sentence structures at the start. Another way to rewrite or reword the source without losing your key points is to use a paraphrasing tool .

Change up the words

Change the words using synonyms while noting down the concepts or key points. However, if you face writer's block and can’t find the right words, which can make your content incompetent, use rewording tools .

AI rewording tools can come up with synonyms, organize your phrases, and enhance your sentence structure. Moreover, an AI wording tool ensures the content is unique, original, and plagiarism-free.

Make sure meaning is preserved

Although paraphrasing requires rewording and changing the words, ensure that the same meaning must be maintained along with the ideas. In addition to that, keep your word choices lucid and simple to convey the relevant information from the source without sticking too close to the original source.

One way to keep your writing consistent when paraphrasing is by using paraphrasing tools. The AI tool can alter the sentence structure while maintaining the original meaning.

Double-check for grammar and punctuation

When paraphrasing, double-check and compare the paraphrased copy with the original passage. Make adjustments to ensure it’s completely rewritten. Also, make sure that the grammar and punctuation are correct.

Double-checking your work for grammar and punctuation by reviewing it more than once improves its quality. Paragraph rewriters use AI for paraphrasing, which can tweak the tonality and narrative, ensure a grammar check, and make the content concise and conceivable.

Use an online paraphrasing tool like Writesonic

As stated previously in the article, using a paraphrasing tool is the fastest way to paraphrase your sources without plagiarizing them. One such creative AI writing tool that assists you with paraphrasing is Writesonic .

Writesonic is trained on billions of parameters. It refines the grammar, spelling, and style to generate original, paraphrased content. In addition to that, Writesonic generates unique and plagiarism-free content that resonates with the target audience with just one click.

With AI chatbots like ChatGPT by Open AI and ChatSonic by Writesonic taking away all the limelight, they can also be used effectively for paraphrasing text.

Different strategies for paraphrasing

Even though there are AI paraphrasing tools to make the work easier, the following are different strategies you can use to paraphrase your sentence.

Understanding the main ideas

One of the strategies for successful paraphrasing is understanding the source's main idea and writing style. When you understand the idea behind the sentence, it becomes easier to explain in your own words.

After taking note of the important nouns and verbs, see which synonyms might be appropriate to replace. You can use a synonym that expresses the same meaning for the key concepts or points in the original sentence.

Making connections

When you use synonyms, it is given that the structure may also need a little changing. So, instead of just swapping a single word, make appropriate changes around the words to make sense of the sentence. Here, your paraphrasing skills come into play.

Here is an example of paraphrasing: “ According to scientists, there is another method to achieve a pollution-free environment.”

The paraphrased content would say something like - “Scientists found an alternate way to attain a pollution-free environment.”

In the above sentence, the adjective ‘according to’ is swapped with the verb ‘found’ along with other necessary changes. These changes are made to maintain a harmonious connection between the words and to make the sentence sensible while retaining its meaning and avoiding plagiarism.

Focusing on syntax

The syntax is the arrangement of words in a specific order written in well-formed phrases or sentences. While paraphrasing is about restating or rewording, ensure to focus on the well-structured and grammatically correct sentences by making appropriate connections or paraphrases.

Benefits of paraphrasing

Paraphrasing has some benefits that you can reap in aspects of your writing skills and learning abilities.

Improves writing skills

Paraphrasing requires you to change the passages in your own words, which may help refurbish your writing skills. Rewriting or paraphrasing is essential in writing essays or research papers.

Paraphrasing allows you to express ideas or information with a fresh set of words to make the same thing sound more interesting or even simpler. You can see paraphrasing as an opportunity to enhance your writing skills without plagiarizing someone else’s work. This includes rewriting and expressing the ideas in your own voice.

Increases comprehension

Comprehension is understanding the written material and explaining what is read. At the same time, paraphrasing demonstrates your understanding of the complex details from the source and your ability to explain the connections between main points. Therefore, it's obvious that you can comprehend a text better when you paraphrase it.

Moreover, it was found that paraphrasing for comprehension is an excellent tool for reinforcing reading skills. It can assist by identifying the main ideas, finding supporting details, and identifying the original author's voice.

So when you rewrite the sentence in your own words, you can double-check your comprehension. This helps improve your awareness and allows you to gain a better understanding of the content, and allows you to write better.

Enhances understanding

To paraphrase words or phrases, you must extract their meaning by reading the material again and again and fully understanding the context. This allows the reader to understand the original statement more clearly by adding more clarity to it. So, when you paraphrase the original phrase, you articulate your thoughts and ideas more clearly and come up with new insights and perspectives on the topic.

Saves time & energy

Creating content from scratch is difficult and requires much time and energy. It requires you to do proper research, which is both time and energy-consuming.

An easy solution to the painstaking process is paraphrasing your sentence with appropriate citations. This will allow you to create the content without spending much time on research and ideation, saving much of your time and energy.

Helps avoid plagiarism

Among all the benefits, the most favorable benefit of paraphrasing is that it helps you avoid the accusation of plagiarism. You are simply committing plagiarism (an offense as stated by the federal government) when you use the same idea and speech from the original text, word by word.

However, by rewording the original source, you can present the ideas in your own words and easily avoid plagiarism. What’s more, paraphrasing can save you in both accidental and deliberate cases of plagiarism.

Paraphrasing examples

Now that we have known all about paraphrasing, its reasons for use, and its benefits, let’s look at some examples of paraphrasing and how exactly you can paraphrase.

#1 Example of Paraphrasing

Paraphrased

Apples are domesticated trees and fruit of the rose family which is one of the most widely cultivated tree fruits. They are predominantly grown for sale as fresh fruit, although apples are also used commercially for vinegar, juice, jelly, applesauce, and apple butter and are canned as pie stock. 


Fresh apples are either eaten raw or cooked. Cooked apples are used in a variety of ways. They are frequently used as a pastry filling, apple pie being the archetypal American dessert.


Apples are domesticated trees and fruit of the rose family, and they are one of the most widely cultivated tree fruits. Apples are primarily grown for fresh fruit sales, though they are also used commercially in the production of vinegar, juice, jelly, applesauce, and butter, as well as canned pie filling. 


They are consumed either raw or cooked. However, a variety of recipes call for cooked apples. Apple pie is the most iconic American dessert, where apples are frequently used as a filling for pastries. 

#2 Example of Paraphrasing

Paraphrased

The word paper originated from the reedy plant papyrus. Papyrus plants grow abundantly along the Nile River in Egypt. Prior to the invention of the paper machine, papermaking can be traced to about 105AD, when Ts’ai Lun— an official in the Imperial court of China, created a sheet of paper by using mulberry, old rags, and other bast fibers along with fishnets, and hemp waste.


By the 14th century, a number of paper mills existed in Europe. And later in 1798 Nicolas-Louis Robert in France constructed a moving screen belt that would receive a continuous flow of stock and deliver an unbroken sheet of wet paper. In 1800 a book was published comprising practical methods for manufacturing paper from wood pulp and other vegetable pulps.


The term "paper" comes from the name of the reedy plant papyrus which thrives along Egypt's Nile River. Prior to the invention of the paper machine, papermaking can be traced back to 105AD, when Ts'ai Lun, an official in the Imperial court of China, created a sheet of paper from mulberry and other bast fibers, as well as fishnets, old rags, and hemp waste.


By the 14th century, Europe had several paper mills. Later, in 1798, Nicolas-Louis Robert in France built a moving screen belt that would take in a constant flow of stock and deliver an intact sheet of wet paper. In 1800, a book was published that detailed practical methods for making paper from wood pulp and other vegetable pulps. 

Final Words

Once you grasp the concept of paraphrasing, it can be a powerful tool for writers. It provides several benefits in aspects of writing and learning skills. The correct way and right use of paraphrasing can protect writers from accusations of plagiarism.

However, note that successful and correct paraphrasing requires the use of multiple techniques each time. So, it is not sufficient to simply replace the keywords or the main concepts with synonyms.

One of the easiest ways to reword the original source is by using an AI writing tool. Writesonic is a well-known AI paraphrasing tool that can refine grammar, spelling, and style to generate original plagiarism-free AI content .

Satwick Ghosh

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Avoid plagiarism in your paraphrased text

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What is a paraphrasing tool?

This AI-powered paraphrasing tool lets you rewrite text in your own words. Use it to  paraphrase articles, essays, and other pieces of text. You can also use it to rephrase sentences and find synonyms for individual words. And the best part? It’s all 100% free!

What's paraphrasing

What is paraphrasing?

Paraphrasing involves expressing someone else’s ideas or thoughts in your own words while maintaining the original meaning. Paraphrasing tools can help you quickly reword text by replacing certain words with synonyms or restructuring sentences. They can also make your text more concise, clear, and suitable for a specific audience. Paraphrasing is an essential skill in academic writing and professional communication. 

paraphrasing questions definition

Why use this paraphrasing tool?

  • Save time: Gone are the days when you had to reword sentences yourself; now you can rewrite an individual sentence or a complete text with one click.
  • Improve your writing: Your writing will always be clear and easy to understand. Automatically ensure consistent language throughout. 
  • Preserve original meaning: Paraphrase without fear of losing the point of your text.
  • No annoying ads: We care about the user experience, so we don’t run any ads.
  • Accurate: Reliable and grammatically correct paraphrasing.
  • No sign-up required: We don’t need your data for you to use our paraphrasing tool.
  • Super simple to use: A simple interface even your grandma could use.
  • It’s 100% free: No hidden costs, just unlimited use of a free paraphrasing tool.

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Multi-lingual

Use our paraphraser for texts in different languages.

Features of the paraphrasing tool

paraphrasing questions definition

Rephrase individual sentences

With the Scribbr Paraphrasing Tool, you can easily reformulate individual sentences.

  • Write varied headlines
  • Rephrase the subject line of an email
  • Create unique image captions

Paraphrase an whole text

Paraphrase a whole text

Our paraphraser can also help with longer passages (up to 125 words per input). Upload your document or copy your text into the input field.

With one click, you can reformulate the entire text.

paraphrasing questions definition

Find synonyms with ease

Simply click on any word to open the interactive thesaurus.

  • Choose from a list of suggested synonyms
  • Find the synonym with the most appropriate meaning
  • Replace the word with a single click

Paraphrase in two ways

Paraphrase in two ways

  • Standard: Offers a compromise between modifying and preserving the meaning of the original text
  • Fluency: Improves language and corrects grammatical mistakes

Upload any document-to paraphrase tool

Upload different types of documents

Upload any Microsoft Word document, Google Doc, or PDF into the paraphrasing tool.

Download or copy your results

Download or copy your results

After you’re done, you can easily download or copy your text to use somewhere else.

Powered by AI

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Frequently asked questions

The act of putting someone else’s ideas or words into your own words is called paraphrasing, rephrasing, or rewording. Even though they are often used interchangeably, the terms can mean slightly different things:

Paraphrasing is restating someone else’s ideas or words in your own words while retaining their meaning. Paraphrasing changes sentence structure, word choice, and sentence length to convey the same meaning.

Rephrasing may involve more substantial changes to the original text, including changing the order of sentences or the overall structure of the text.

Rewording is changing individual words in a text without changing its meaning or structure, often using synonyms.

It can. One of the two methods of paraphrasing is called “Fluency.” This will improve the language and fix grammatical errors in the text you’re paraphrasing.

Paraphrasing and using a paraphrasing tool aren’t cheating. It’s a great tool for saving time and coming up with new ways to express yourself in writing.  However, always be sure to credit your sources. Avoid plagiarism.  

If you don’t properly cite text paraphrased from another source, you’re plagiarizing. If you use someone else’s text and paraphrase it, you need to credit the original source. You can do that by using citations. There are different styles, like APA, MLA, Harvard, and Chicago. Find more information about citing sources here.

Paraphrasing without crediting the original author is a form of plagiarism , because you’re presenting someone else’s ideas as if they were your own.

However, paraphrasing is not plagiarism if you correctly cite the source . This means including an in-text citation and a full reference, formatted according to your required citation style .

As well as citing, make sure that any paraphrased text is completely rewritten in your own words.

Plagiarism means using someone else’s words or ideas and passing them off as your own. Paraphrasing means putting someone else’s ideas in your own words.

So when does paraphrasing count as plagiarism?

  • Paraphrasing is plagiarism if you don’t properly credit the original author.
  • Paraphrasing is plagiarism if your text is too close to the original wording (even if you cite the source). If you directly copy a sentence or phrase, you should quote it instead.
  • Paraphrasing  is not plagiarism if you put the author’s ideas completely in your own words and properly cite the source .

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Definition of paraphrase

 (Entry 1 of 2)

Definition of paraphrase  (Entry 2 of 2)

intransitive verb

transitive verb

Did you know?

When we paraphrase, we provide a version that can exist beside the original (rather than replace it). We paraphrase all the time. When you tell a friend what someone else has said, you're almost always paraphrasing, since you're not repeating the exact words. If you go to hear a talk, you might paraphrase the speaker's main points afterward for your friends. And when writing a paper on a short story, you might start off your essay with a paraphrase of the plot. Paraphrasing is especially useful when dealing with poetry, since poetic language is often difficult and poems may have meanings that are hard to pin down.

  • restatement
  • translating
  • translation

Examples of paraphrase in a Sentence

These examples are programmatically compiled from various online sources to illustrate current usage of the word 'paraphrase.' Any opinions expressed in the examples do not represent those of Merriam-Webster or its editors. Send us feedback about these examples.

Word History

Noun and Verb

Middle French, from Latin paraphrasis , from Greek, from paraphrazein to paraphrase, from para- + phrazein to point out

1548, in the meaning defined at sense 1

1598, in the meaning defined at transitive sense

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“Paraphrase.” Merriam-Webster.com Dictionary , Merriam-Webster, https://www.merriam-webster.com/dictionary/paraphrase. Accessed 3 Jul. 2024.

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Paraphrasing

What is Paraphrasing?

Paraphrasing is repeating back your understanding of the material that has been brought by the client in your own words. A paraphrase reflects the essence of what has been said.

We all use paraphrasing in our everyday lives. If you look at your studies to become a counsellor or psychotherapist, you paraphrase in class. Maybe your lecturer brings a body of work, and you list and make notes: you’re paraphrasing as you distil this down to what you feel is important.

The Power of Paraphrasing:

  • The speaker feels heard.
  • Helps the listener to adjust frame of reference.
  • Highlights areas of high importance.
  • Acts as an invite to explore deeper.
  • Can indicate an end to the current discussion.

How Paraphrasing Builds Empathy

How does paraphrasing affect the client-counsellor relationship? First of all, it helps the client to feel both heard and understood. The client brings their material, daring to share that with you, and you show that you’re listening by giving them a little portion of that back – the part that feels the most important. You paraphrase it down. If you do that accurately and correctly, and it matches where the client is, the client is going to recognise that and feel heard: ‘Finally, somebody is really listening, really understanding what it is that I am bringing.’

This keys right into empathy, because it’s about building that empathic relationship with the client – and empathy is not a one-way transaction. Carl Rogers (1959, pp. 210-211) defines ‘empathy’ as the ability to ‘perceive the internal frame of reference of another with accuracy and with the emotional components and meanings which pertain thereto as if one were the person, but without ever losing the “as if” conditions’. In other words, we walk in somebody’s shoes as if their reality is our own – but of course it’s not our reality, and that’s where the ‘as if’ comes in. I’ve heard this rather aptly described as ‘walking in the client’s shoes, but keeping our socks on’!

Empathy is a two-way transaction – it’s not enough for us to be 100% in the client’s frame of reference and understanding their true feelings; the client must also perceive that we understand. When the client feels at some level that they have been understood, then the empathy circle is complete.

For example, if you watch a TV programme in which somebody achieves something that is really spectacular, you may find yourself moved for this person. You’re almost there with them on this journey, and as they’re receiving their award or their adulation, and the audience is clapping for what they’ve done, you may even be moved to tears. But the person on the TV cannot perceive your reaction – the empathy is empty, because it’s one-way.

So empathy is effective only if your client feels heard and understood – i.e. they sense that empathic connection. Using paraphrasing is a way of completing the empathy circle – a way of letting them know that we see and hear them.

Other Benefits of Paraphrasing

Paraphrasing also highlights issues by stating them more concisely. This is focusing down: it invites the client to go and delve deeper into part of what they have said. We can also use paraphrasing to check out the accuracy of our perception as a counsellor.

Below is an example of my use of paraphrasing to clarify my understanding of what was brought. This shows how paraphrasing affects the therapeutic relationship; because the paraphrase fits well for the client, she feels heard and understood. As this happens, the material deepens.

I really have a battle with doing things for the impression that others will have of me, or the approval that I will get from other people for what it is that I do. So much so that I will very often override myself, my family, so that I can gain the acceptance, I guess, of other people, whether friends, family or clients in a work situation. I will always favour what the action would be that would gain that acceptance, that would not bring up any sort of confrontation or maybe have a conflict situation arise from it.

So, I guess, I’m eager to please, wanting to make sure that all things are well and smooth – and that I’m liked and accepted with whatever the transaction or situation may be.

Counsellor:

As you’re saying that, it really feels like a lot of hard work. A lot of hard work, pre-empting whatever it is that they would have expected of you, and then ‘sacrificing’, I guess, is a word that came up for me – sacrificing your own wants/needs to be able to meet what you perceive is expected of you. Have I understood that correctly?

Yeah, the word ‘sacrifice’ really captures the feeling that comes up for me when I sort of reflect and look over that kind of situation. So often, I will sacrifice my own wants and my own desires…

In this example, the client really resonated with the word ‘sacrifice’, which the counsellor introduced as a paraphrase; she really felt understood. And it’s interesting to note that throughout the rest of this stimulated session, the word ‘sacrifice’ became almost a theme.

Another paraphrase in this example was ‘hard work’. Although the client hadn’t used this phrase herself, she was presenting visually as weighed down. Her shoulders looked heavy as she was bringing the material. So the counsellor was paraphrasing, not only the words of the narrative, but digging deeper, looking for the feelings and paraphrasing the whole presence of that client within that relationship.

Listening for ‘the Music behind the Words’

Here is another example of paraphrasing, from the same skills session. Try to see if you can hear, as Rogers would put it, ‘the music behind the words’, where the counsellor looks deeper than just the words the client is bringing, paraphrasing back their whole being.

Out of my own will or my own free choice, I would put that aside and favour what would be accepted – or what I think someone else would rather I do. And sometimes it’s hard. It leaves me with a situation of not knowing if they actually really realise what it is that I sacrificed, that I’ve given up, so that it can fall into what I think they would prefer in that situation.

It feels confusing to you in that situation of whether they even perceive what it is that you are sacrificing, what you’re giving up. That it almost feels like you’re giving up part of yourself to match what you think they may want or need from you. And I kind of got the feeling, as you were saying that you wonder if they even see that.

Yeah. As I was sort of verbalizing and talking through that, I actually realised that even within that sacrifice, it’s all my perception of what I think they might want me to do. And just saying that is actually a bit ridiculous. Because how am I to know what it is that they want or need to do? So here I am – disregarding my own desires, for lack of a better word – to do something I assume someone else would want me to do instead.

I thought it was really interesting that this client started off in what felt to me like an external locus of evaluation. She was confused, and wondering whether the people she refers to understood what she was giving up to meet their perceived expectations. Immediately after the counsellor’s paraphrase, this client experienced a moment of movement from an external to an internal locus of evaluation, where she realised it was all about her own perceptions and responsibility. In this way, she went from being powerless to having the power to change this situation.

Next Steps in Paraphrasing

Paraphrasing is so much more than just repeating the client’s words back to them using your own words. Although it might feel very simplistic – and there’s often a tendency to paraphrase the narrative/story that the client brings, rather than their feelings/process – there’s so much more to it than that and so much deeper that we can go. There’s real power in paraphrasing.

I suggest that you:

  • Practice active listening and paraphrasing in your day-to-day life.
  • Practice paraphrasing in your own stimulated skills sessions.
  • Try to look for the full person when paraphrasing, e.g. not just the client’s words, but also their body language, facial expressions, and way of being within the counselling relationship.
  • Record these sessions (with your peer’s consent) and listen back to them.
  • Speak to your peers about paraphrasing.
  • Evaluate each other’s skills and explore how you might paraphrase more effectively.
  • Look whether you’re getting empathic connection within your paraphrasing.
  • Search out moments of movement when you paraphrase.
  • Ask how paraphrasing affects both the client and you, as a counsellor.

Paraphrasing is definitely something that should be debated. I hope that this chapter will encourage you to go out there with a new passion for – and a new way of looking at – paraphrasing!

Alternatives to Questions

What else can we use when we’re not sure what exactly a client means? For example, if a client was speaking about his brother and father, he might say: ‘I really struggle with my brother and my father. They don’t get on, and at times he makes me so angry.’ Who does the client mean by ‘he’: the brother or the father? Not knowing who makes him angry means I cannot be fully within the client’s frame of reference.

I could ask: ‘Sorry, just so I can understand, who it is that you’re angry at – your father or your brother?’ This risks ripping the client out of that emotion (the anger). Instead, we could use reflection: ‘He makes you so angry.’ This invites the client to expand on what he has said. He might say: ‘Yes, ever since I was a young boy, my dad was always…’ In this case, I didn’t need to ask a question – we’re still in the feelings, and I’ve got what I needed in order to be fully in the client’s frame of reference.

Of course, the client might not reveal the information I need in his answer – for example, if he responded to my reflection: ‘He does. He makes me really angry – in fact, so angry that I don’t know what to do about it anymore.’ In that case, I would still need to put in a question: ‘Is this your dad or your brother that you’re referring to?’

Rogers, C, 1959. ‘A Theory of Therapy, Personallity, and Interpersonal Relations, as Developed in the Client-Centered Framework’, in S Koch (ed.),  Psychology: A Study of a Science  (Vol.3), New York: McGraw-Hill, 184-256.

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Reflecting and Paraphrasing

Part of the ‘art of listening’ is making sure that the client knows their story is being listened to.

This is achieved by the helper/counsellor repeating back to the client parts of their story. This known as paraphrasing .

Reflecting is showing the client that you have ‘heard’ not only what is being said, but also what feelings and emotions the client is experiencing when sharing their story with you .

This is sometimes known in counselling ‘speak ‘as the music behind the words .

The counselling skill of paraphrasing is repeating back to the client parts of their story

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It is like holding up a mirror to the client; repeating what they have said shows the client they have your full attention. It also allows the client to make sure you fully understood them; if not, they can correct you.

Reflecting and paraphrasing should not only contain what is being said but what emotion or feeling the client is expressing.

Let’s look at an example:

Client (Mohammed): My ex-wife phoned me yesterday; she told me that our daughter Nafiza (who is only 9) is very ill after a car accident. I am feeling very scared for her. They live in France, so I am going to have to travel to see her, and now I have been made redundant, I don’t know how I can afford to go.

Reflecting skill in counselling is showing you understand what the client said as well as the emotions it brings up for the client

Counsellor: So, Mohammed, you have had some bad news about your little girl, who has been involved in an accident. You are frightened for her and also have worries over money now you have lost your job.

Client: Yes, yes ... that’s right.

Notice that the counsellor does not offer advice or start asking how long Mohammed and his wife have been separated, but reflects the emotion of what is said : ‘frightened' and 'worries'.

Reflecting and paraphrasing are the first skills we learn as helpers, and they remain the most useful.

To build a trusting relationship with a helper, the client needs not only to be ‘listened to' but also to be heard and valued as a person.

"Reflecting and paraphrasing should not only contain what is being said but what emotion or feeling the client is expressing."

Definition of Reflection in Counselling

Reflection in counselling is like holding up a mirror: repeating the client’s words back to them exactly as they said them.

You might reflect back the whole sentence, or you might select a few words – or even one single word – from what the client has brought.

I often refer to reflection as ‘the lost skill’ because when I watch counselling students doing simulated skill sessions, or listen to their recordings from placement (where clients have consented to this), I seldom see reflection being used as a skill. This is a pity, as reflection can be very powerful.

When we use the skill of reflection, we are looking to match the tone, the feeling of the words, and the client’s facial expression or body language as they spoke .

For example, they might have hunched their shoulders as they said, ‘I was so scared; I didn’t know what to do.’

We might reflect that back by hunching our own shoulders, mirroring their body language while also saying ‘I felt so scared; I didn’t know what to do.’

Using Reflection to Clarify Our Understanding

We can also use reflection to clarify our understanding, instead of using a question.

For example, suppose the client says:

‘My husband and my father are fighting. I’m really angry with him.’

For me to be in the client’s frame of reference, I need to know whether ‘him’ refers to the husband or the father. So I might reflect back the word ‘ him ’  with a quizzical look.

The client might then respond:

‘Yeah, my dad. He really gets to me when he is non-accepting.’

So you can get clarification in this way. You can adjust where you are to make sure that the empathic bond is strong and that you are truly within the client’s frame of reference.

"When we use the skill of reflection, we are looking to match the tone, the feeling of the words, and the client’s facial expression or body language as they spoke".

Definition of Paraphrasing in Counselling

Paraphrasing is repeating back your understanding of the material that has been brought by the client, using your own words.

A paraphrase reflects the essence of what has been said .

We all use paraphrasing in our everyday lives. If you look at your studies to become a counsellor or psychotherapist, you paraphrase in class.

Maybe your lecturer brings a body of work, and you listen and make notes: you’re paraphrasing as you distill this down to what you feel is important.

How Paraphrasing Builds Empathy

How does paraphrasing affect the client-counsellor relationship?

First of all, it helps the client to feel both heard and understood. The client brings their material, daring to share that with you.

And you show that you’re listening by giving them a little portion of that back – the part that feels the most important. You paraphrase it down.

And if you do that accurately and correctly, and it matches where the client is, the client is going to recognise that and to feel heard: ‘ Finally, somebody is there really listening, really understanding what it is that I am bringing.’

This keys right into empathy, because it’s about building that empathic relationship with the client. And empathy is not a one-way transaction .

..."Empathy [is] the ability to ‘perceive the internal frame of reference of another with accuracy and with the emotional components and meanings which pertain thereto as if one were the person, but without ever losing the 'as if' conditions." Carl Rogers (1959, pp. 210–211)

In other words, we walk in somebody’s shoes as if their reality is our reality – but of course it’s not our reality, and that’s where the ‘as if’ comes in.

I’ve heard this rather aptly described as ‘walking in the client’s shoes, but keeping our socks on’!

Empathy is a two-way transaction – that is, it’s not enough for us to be 100% in the client’s frame of reference , understanding their true feelings; the client must also perceive that we understand .

When the client feels at some level that they have been understood, then the empathy circle is complete.

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Ask me in your own words: paraphrasing for multitask question answering

Associated data.

The following information was supplied regarding data availability:

The raw data is available at GitHub: https://github.com/ghomasHudson/paraphraseDecanlpCorpus .

Multitask learning has led to significant advances in Natural Language Processing, including the decaNLP benchmark where question answering is used to frame 10 natural language understanding tasks in a single model. In this work we show how models trained to solve decaNLP fail with simple paraphrasing of the question. We contribute a crowd-sourced corpus of paraphrased questions (PQ-decaNLP), annotated with paraphrase phenomena. This enables analysis of how transformations such as swapping the class labels and changing the sentence modality lead to a large performance degradation. Training both MQAN and the newer T5 model using PQ-decaNLP improves their robustness and for some tasks improves the performance on the original questions, demonstrating the benefits of a model which is more robust to paraphrasing. Additionally, we explore how paraphrasing knowledge is transferred between tasks, with the aim of exploiting the multitask property to improve the robustness of the models. We explore the addition of paraphrase detection and paraphrase generation tasks, and find that while both models are able to learn these new tasks, knowledge about paraphrasing does not transfer to other decaNLP tasks.

Introduction

Recent progress in Natural Language Processing (NLP) has led to improved performance across a wide range of language understanding problems ( www.gluebenchmark.com/leaderboard ). A key component of these advances is the use of knowledge transferred from other tasks, most prominently from language modelling ( Peters et al., 2018 ; Howard & Ruder, 2018 ; Devlin et al., 2019 ).

McCann et al. (2018) developed a new NLP benchmark: the Natural Language Decathlon (decaNLP). This challenges a single model to perform 10 Natural Language Understanding (NLU) tasks by framing each task as question answering ( Fig. 1 ). For example, when solving a translation task, a model is asked the question “Translate from English to German”, given a paragraph of English text as the context, and is expected to output the translation of the context in German as the answer. The key appeal of this task design is that it favours models where all parameters are shared between all tasks and adding new tasks only requires additional training data, not redesigning the model. As well as decaNLP, McCann et al. (2018) proposed the Multitask Question Answering Network (MQAN) as a neural network architecture for solving the 10 decaNLP tasks. More recently, models such at T5 ( Raffel et al., 2020 ) have explored a similar text-to-text paradigm.

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Object name is peerj-cs-07-759-g001.jpg

It’s important to note that these questions are not intended to be simple wake-up words (WUWs), but as fully grammatical sentences. A major motivation for decaNLP is the ability to support zero-shot learning. By forming a new task as question answering, MQAN can solve tasks which are variations of the ones it was trained on-For example, MQAN trained to detect sentiment using the question “Is the review positive or negative?” should also be able to answer similar questions for related tasks such as “Is the sentence happy or is it angry?”. This requires models to understand the meaning contained within the questions rather than just treating them as simple WUWs. We suggest that robustness to paraphrasing is a key first step (necessary but not sufficient) in making the idea of more general zero-shot learning feasible within the decaNLP paradigm.

We also envisage real-world applications where a user can interact with a system by asking questions about some context document in order to solve a task. Outside a controlled academic context where we control the prompt, a user should to be able to express the task they want the system to solve in a natural way. We could imagine this being part of a voice assistant, where a user asking “Translate this for me”, or “What’s the translation?” are both equally valid.

In this work, we systematically analyse the robustness of text-to-text models to paraphrasing, as well as explore techniques to improve it via adding paraphrase detection and paraphrase generation as additional tasks. For this purpose, we contribute a crowd-sourced corpus ( www.github.com/ghomasHudson/paraphraseDecanlpCorpus ) of paraphrased questions: PQ-decaNLP.

More importantly, we annotate the PQ-decaNLP corpus using a paraphrase typology, allowing new analysis of the specific types of paraphrase phenomena which cause the model to fail. We find that the performance is significantly harmed by simple transformations such as exchanging the order of words and changing the sentence modality from questions to imperative commands, but that training using PQ-decaNLP questions greatly improves the robustness to paraphrasing.

Related work

In this section we provide a general overview of multitask learning, the unique setting provided by decaNLP, as well as a description of paraphrasing from a natural language processing perspective.

Paraphrasing: Paraphrasing is often defined as ‘sameness of meaning’ ( Vila, Martí & Rodríguez, 2014 ). This however is ambiguous as there are many degrees of ‘sameness’, and the boundary between paraphrasing and other phenomena ( e.g . co-reference, inference) is often unclear.

In NLP, paraphrasing is generally studied from a machine learning perspective, with notable interest surrounding paraphrase identification for plagiarism detection ( El Desouki & Gomaa, 2019 ; Hunt et al., 2019 ; Altheneyan & Menai, 2020 ). Recent advances in language models have shown state-of-the-art performance on this task and the related task Natural Language Inference ( Yang et al., 2019 ; Devlin et al., 2019 ). The standard corpus used for evaluation is the Microsoft Research Paraphrase Corpus ( Dolan & Brockett, 2005 ), which consists of annotated pairs extracted from news articles. Quora Question Pairs (QQP) ( www.quora.com/q/quoradata/First-Quora-Dataset-Release-Question-Pairs ) is a larger dataset, formed of questions submitted to the website Quora, and is often used for training models ( Imtiaz et al., 2020 ; Tomar et al., 2017 ; Li et al., 2019 ).

Additionally, various methods have been developed to make NLP models more robust to paraphrasing their input ( Ribeiro, Singh & Guestrin, 2018 ; Minervini & Riedel, 2018 ; Iyyer et al., 2018 ). Many of these methods consist of automatically generating variations of the input, feeding each into the model, then ensembling the answers. Dong et al. (2017) perform this via back-translation, while Buck et al. (2018) explore an approach based on an agent which has been trained using reinforcement learning to reformulate the input to maximise the performance of the final model. To enable zero-shot learning on decaNLP, the model should be robust to more complex types of paraphrasing, particularly at the semantics level.

To better categorise paraphrase phenomena, typologies can be constructed based on the understanding of paraphrasing from different fields, primarily theoretical linguistics, discourse analysis, and computational linguistics.

In computational linguistics, typologies are often formed as lists of specific paraphrase mechanisms, grouped into general classes for use in a particular application. Defined at such a low level, these are incomplete descriptions of paraphrasing and cannot be easily transferred to other languages. Vila Rigat et al. (2011) developed a typology specifically with NLP applications in mind. Their hierarchical approach has been used to tag plagiarism corpora ( Barrón-Cedeño et al., 2013 ), and the influential Microsoft Research Paraphrase Corpus (MSRPC-A) ( Vila et al., 2015 ). The typology consists of 20 paraphrase types and is hierarchical, where paraphrase types are grouped by the level that the change occurs ( e.g . morphological, lexical, semantics). Commonly occurring types include Addition/deletion (adding or removing lexical/functional units), Same-polarity substitution (changing one lexical/functional unit with another of the same meaning), Sentence modality changes (Changing the modality of a sentence, e.g . from an imperative command to a question), Synthetic/analytic substitutions (swapping a synthetic for an analytic structure e.g ., “smarter than everyone else” to “the smartest”), order (swapping the order of some sentence element, e.g . the order of items in a list).

Multitask learning: Traditionally, machine learning models are trained to perform well on a single task in isolation. This differs greatly from how humans learn new tasks-by relying on prior experience solving related problems. Multitask learning seeks to emulate this process by training models to solve multiple objectives simultaneously.

Methods for multitask learning can be divided into three main schemes: soft parameter sharing, hierarchical sharing, and hard parameter sharing. In soft-parameter sharing, each task uses a subset of the parameters, but these are constrained using regularisation techniques (such as l 2 or trace norm) to favour similar values ( Duong et al., 2015 ; Yang & Hospedales, 2017 ). Hierarchical approaches make explicit use of the theorised relationships between tasks, where some tasks ( e.g . named entity recognition) require simple ‘low-level’ reasoning, and others ( e.g . relation extraction) build on this to enable deeper, more complex understanding. These relationships are mirrored in hierarchical approaches, where layers close to the input are used to solve the low-level tasks ( Sanh, Wolf & Ruder, 2018 ; Hashimoto et al., 2017 ). In hard parameter sharing, a proportion of the parameters are shared between all tasks and the remainder are task-specific-commonly the output layers ( Caruana, 1993 ). This is a stronger form of multitask learning with whole layers used by multiple tasks.

In this work we focus on decaNLP ( McCann et al., 2018 ) which is a strong form of hard-sharing.

The decaNLP challenge ( McCann et al., 2018 ) frames multiple tasks as question answering, and is an extreme case of hard parameter sharing where all the parameters are shared (without any task-specific parameters). This approach has key advantages, primarily that new tasks can be added without any modification to the model architecture, only requiring changes to the dataset to frame the task as a question. Table 1 shows the 10 tasks included in decaNLP. Each one uses standard, publicly-available datasets and metrics. These metrics are simply aggregated to give an overall ‘decaScore’.

EM = Exact Match, nF1 = Normalised F1, cF1 = corpus -level F1, dsEM = dialogue state EM, lfEM = logical form EM.

Task (Dataset)MetricsQuestionContextAnswer
Translation (IWSLT)BLEUWhat is the translation from English to Geman?Most of the planet is ocean water.Der Großteil der Erde ist Meerwasser.
Summarization (CNN/DM)ROUGEWhat is the summary?Harry Potter star Daniel Radcliffe gains access to a reported £320 million fortune…Harry Potter star Daniel Radcliffe gets £320M fortune…
NLI (MNLI)EMHypothesis: Some men are playing a sport.A soccer game with multiple males playing.Entailment
Sentiment Analysis (SST)EMIs this sentence positive or negative?The product was a pleasure to use.Positive
Semantic Role Labelling (QA-SRL)nF1What is equipped to do something?Ballast tanks are equipped to change a ship’s trim.Ballast tanks
Relation Extraction (QA-ZRE)cF1Who was in charge of Kraków?The current President of Kraków, is Jacek Majchrowski.Jacek Majchrowski
Dialogue State Tracking (WOZ)dsEMWhat is the change in dialogue state?Are there any French restaurants?food: French
Semantic Parsing (WikiSQL)lfEMWhat is the translation from English to SQL?The table has column names… Who is the player that wears number 42?SELECT Player FROM table WHERE No. = 42
Commonsense Reasoning (MWSC)EMWho feared violence? councilmen or demonstrators?The city councilmen refused the demonstrators a permit because they feared violence.councilmen
Question Answering (SQuAD)nF1What causes precipitation to fall?In meteorology, precipitation is any product of condensation that falls under gravity…gravity

Figure 2 shows the model proposed by McCann et al. (2018) to solve decaNLP: the MQAN (Multitask Question-Answering Network). This network is based on encoder-decoder models for abstractive question answering, notably employing a pointer-generator mechanism for creating the output, a technique commonly applied to summarisation ( See, Liu & Manning, 2017 ). MQAN generalised the pointer mechanism to allow it to construct the output from the question, context or an external vocabulary. This is a modification particularly important for decaNLP tasks where the question may contain the class labels ( e.g . “Is this review positive , or negative ?”), the context can contain key phrases (as in summarisation), or words can only be in the vocabulary (as in translation). The encoder of the model uses a BiLSTM encoder, dual co-attention, and self-attention to encode the question and context sequences ensuring that long-term dependencies are captured and information is shared between the sequences. The full details of this model can be found in McCann et al. (2018) .

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It is structured as an encoder-decoder model, with a pointer-generator decoder chooses between copying from the question, context, or an external vocabulary without explicit supervision.

Raffel et al. (2020) build on decaNLP to explore a similar text-to-text paradigm using a transformer model trained using simple keyword prompts ( e.g . “summarize:”, “cola sentence:”). This model (named T5) was constructed after a series of experiments comparing different architectures, unsupervised objectives and multitask-learning strategies. The final model organizes its transformer blocks in an encoder-decoder structure, pretraining it using a BERT-style denoising objective. This model achieved state-of-the-art performance on 18 NLP tasks.

Methodology

We present our methodology for the two parts of our work: 1. Our new PQ-decaNLP dataset which we use to analyse how the existing models perform when provided with paraphrased questions, and 2. Proposed improvements to the model training to increase the performance on paraphrased questions.

The PQ-decaNLP dataset

We create a paraphrased version of decaNLP questions: PQ-decaNLP, using the crowdsourcing platform Amazon Mechanical Turk ( www.mturk.com ). Workers were given a description of a decaNLP task and were asked to provide five paraphrases of the fixed question. For tasks which have instance-specific information, for example NLI, where the hypothesis is embedded in the questions, we transform them into generic templates ( Fig. 3A ).

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Of the 10 decaNLP tasks, we limit our work to the seven tasks which have a fixed question template, removing Question Answering, Semantic Role Labelling, and Zero-Shot Relation Extraction where the question differs for every example. Techniques for improving the robustness of these excluded tasks are not decaNLP-specific and have been widely studied elsewhere ( Fader, Zettlemoyer & Etzioni, 2013 ; Bordes, Chopra & Weston, 2014 ; Dong et al., 2017 ).

These were then inspected using the open source project LanguageTool ( www.languagetool.org ) for spelling and grammar mistakes. Additionally, we removed paraphrases which did not preserve the meaning of the original question, were ungrammatical, or were duplicates, via a manual review. We accepted 73.1% of the paraphrases, rejecting 3.7% due to grammatical errors, 2.9% due to duplication, and 20.3% which were not paraphrases of the original.

Figure 3B shows examples of paraphrases for the summarisation task. We collect 100 paraphrases per task to ensure a variety of paraphrases types while minimising duplication. The resulting 700 paraphrases (100 per task) are split 70/30 into train/test sets. Figure 4A shows the distribution of question lengths for the paraphrase corpus compared with the original decaNLP questions. We see that the majority of the paraphrases are longer than the original fixed question, suggesting that authors tend to add complexity when paraphrasing, contrary to the findings of Barrón-Cedeño et al. (2013) . This may be because the decaNLP questions are already simplistic in comparison to the more complex sentences from Project Gutenberg ( www.gutenberg.org ) books as used in the work of Barrón-Cedeño et al. (2013) . Figure 4B shows edit distances, with paraphrases of MNLI differing most from the original question.

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For evaluating the models, we define the PQ-decaScore as the sum of the task-specific metrics for seven tasks that we consider on the PQ-decaNLP dataset, similarly to how the decaScore of McCann et al. (2018) is defined over the full set of 10 tasks.

To gain an understanding of exactly which kinds of paraphrasing reduce the performance of the models, we hand-annotate the PQ-decaNLP test set using the typology of Vila, Martí & Rodríguez (2014) . As our dataset exclusively contains questions and imperative statements, we only observe a subset of the paraphrase phenomena as shown in Fig. 5 . Same-polarity and Addition/Deletion are the most frequent phenomena in our dataset, confirming the similar findings of Vila et al. (2015) on the P4P, and MSRP-A datasets. We see no examples of Negation, and Opposite-polarity, but higher frequencies of sentence modality change.

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Proposed improvements

Investigating the performance of the models on the PQ-decaNLP paraphrase questions, we find lower scores across all tasks, indicating the models are not robust to paraphrasing of the question. These results and analysis are presented in the Results and Discussion section.

To enhance the robustness of the models, we propose several improvements. As our focus is the exploration of the existing models, we restrict our scope to modification of the data (adding/modifying decaNLP tasks) rather than the model architectures themselves.

For all our experiments, we use the top-performing version of the Multitask Question Answering Network (MQAN) presented in the original work of McCann et al. (2018) . This model is trained on all ten decaNLP tasks using an anti-curriculum strategy, where the model is first trained on the SQuAD dataset alone (phase one) before sampling batches “round-robin”, from all the tasks in a fixed order (phase two). We use the t5-base version of the T5 model, pretrained on the C4 corpus and finetuned following the procedure in Raffel et al. (2020) .

Training on PQ-decaNLP: Our first method is to directly train the model on PQ-decaNLP. For each example in the decaNLP training set, we perform uniformly distributed random selections to pick a question from the PQ-decaNLP training set to replace the fixed question. This directly trains the model to consider different paraphrases of the question.

Adding paraphrase tasks: Secondly, we propose to exploit the multitasking abilities of the models by adding a new task to indirectly teach the model about paraphrasing in general. To do this, we introduce a paraphrase detection task (identifying whether two sentences are a paraphrase pair), or a paraphrase generation task (generating a paraphrase of the given sentence).

Introducing a new task rather than changing the data of existing tasks has the advantage of preserving the ease of extending decaNLP to additional tasks in the future. Using this approach, new tasks can still be added with fixed questions as before. We need only a dataset of general paraphrase pairs.

For paraphrase detection we ask the question: “ [paraphraseCandidate1]–paraphrase, or nonparaphrase? ”, and provide [paraphraseCandidate2] as the context (where [paraphraseCandiate1] and [paraphraseCandiate2] are the two sequences in a possible paraphrase pair). We expect that similar to the existing decaNLP tasks of SST and NLI, the model will learn to select the output classes ‘paraphrase’ and ‘nonparaphrase’ from the question.

Paraphrase generation is framed as a sequence-to-sequence task using the question: “ What is the paraphrase? ” and [paraphraseCandidate1] as the context. We train the model with the target of [paraphraseCandidate2] .

Additionally, we experiment with variants of these tasks which don’t explicitly instruct the model to perform paraphrase detection/generation in the question (The ‘Without task information’ setting). For detection, we use the question: [paraphraseCandidate1] , context: [paraphraseCandidate2] and train the model to output ‘yes’ or ‘no’ from the external vocabulary. This directly trains the model to paraphrase the entire question. For paraphrase generation, we use [paraphraseCandidate1] as the question with a blank context. We train the model to generate [paraphraseCandidate2] . These are not valid decaNLP tasks but can be used as pretraining tasks, with the task specific information given by the answer the task is supervised on.

Table 2 shows examples of these formulations with a sample paraphrase pair.

DetectionGeneration
Question: “How do you start a bakery?”– paraphrase, or nonparaphrase?What is the paraphrase?
Context: “How can one start a bakery business?”“How do you start a bakery?”
Answer: “paraphrase” or “nonparaphrase”“How can one start a bakery business?”
Question: “How do you start a bakery?”“How do you start a bakery?”
Context: “How can one start a bakery business?”
Answer: “yes” or “no”“How can one start a bakery business?”

Results and Discussion

To examine the robustness to paraphrasing, we evaluate on the PQ-decaNLP dataset. In Table 3 we observe a decrease in scores across many tasks, with the MQAN model showing the largest decreases in performance for IWSLT, MNLI, CNN/DM, and SST, and the T5 model with the CNN/DM and MWSC tasks.

The last model is trained only on PQ-decaNLP questions (PQ-decaNLP trained). We report different metrics for each task as described in Table 1 . The decaScore and PQ-decaScore reported here are the sum of the task specific metrics.

DatasetDatasetBaseWith task informationWithout task informationPQ-decaNLP trained
DetectionGenerationDetectionGeneration
MQAN
decaNLPIWSLT13.714.814.513.014.715.9
CNN/DM24.624.525.124.724.024.6
MNLI69.271.370.969.271.371.0
SST86.486.684.785.186.486.2
WOZ84.181.884.083.687.284.2
WikiSQL58.763.357.360.865.265.6
MWSC48.440.240.251.236.645.1
decaScore385.1382.5376.7387.6384.4392.6
PQ-decaNLPIWSLT2.84.53.15.74.814.4
CNN/DM8.410.810.311.17.522.5
MNLI43.416.142.620.248.369.9
SST23.421.072.723.232.784.6
WOZ71.266.462.065.352.378.5
WikiSQL55.826.841.028.154.962.9
MWSC40.026.536.719.226.438.1
PQ-decaScore245.0172.1268.4172.8226.9370.9
T5
decaNLPIWSLT31.830.031.631.531.831.0
CNN/DM31.932.032.532.032.132.3
MNLI76.876.476.476.777.375.8
SST91.290.090.889.989.987.2
WOZ85.383.780.881.982.480.8
WikiSQL58.960.058.559.559.556.5
MWSC54.950.050.048.845.148.8
decaScore430.8422.1420.6420.3418.1412.4
PQ-decaNLPIWSLT25.624.722.325.821.331.3
CNN/DM22.719.621.322.520.425.3
MNLI73.372.672.673.374.175.5
SST89.989.789.889.589.587.9
WOZ75.179.678.976.870.379.1
WikiSQL57.958.457.257.957.956.0
MWSC44.240.535.539.634.348.1
PQ-decaScore388.7385.1377.6385.4367.7403.2

Trained on the original decaNLP dataset, the T5 model outperforms MQAN, suggesting a transformer-based language model is better suited to the decaNLP task. Additionally, the base model is more robust to paraphrasing, only loosing 42.1 of its total score when compared to the 140.1 lost by MQAN.

We find that MQAN trained on PQ-decaNLP (PQ-decaNLP trained) reduce this drop across all tasks except MWSC. We hypothesise that the lack of improvement in MWSC is because the original question: “ {mainQuestion} {choice1} or {choice2} ” already varies greatly between examples in the dataset-only the word ‘or’ separating the two choices is constant. For WikiSQL, we also find an improvement of 6.9 lf EM on the original dataset, suggesting that this task benefits from more varied questions.

When adding paraphrase detection or generation as an additional task, we find the MQAN model is able to learn these new tasks with 85.7 f1, and 31.4 bleu respectively. We find that while the tasks have little impact on the performance of the original decaNLP data (some scores are slightly higher), they perform worse than the original MQAN on PQ-decaNLP. This suggests that the knowledge learnt about paraphrasing does not help the robustness to paraphrasing of MQAN. Adding these new tasks significantly harms the performance of the T5 model on the original decaNLP data.

To better understand how the models behave on paraphrased questions, we conduct a range of analysis. We find only a weak negative correlation between the edit distance of the paraphrase (compared with the original question) and the score (R = −0.2373 for MQAN). This suggests that while many paraphrases which deviate further from the original question perform worse, other factors such as the type of paraphrase may also be significant.

Impact of paraphrase phenomena

Table 4 shows the average difference in performance for paraphrases where a paraphrase phenomenon is present compared to those where the phenomenon is not present.

Where the value is negative, paraphrases which contain this phenomena perform worse than those without. Entries marked with ‘-’ indicate where the task does not contain any examples of that type. We present the results X/Y where X is the performance difference on the original model, and Y is the performance difference of the PQ-decaNLP trained model.

Paraphrase typeMULTINLISSTIWSLTWOZMWSCCNN/DMWIKISQL
Addition/deletion−13.8/0.10.3/0.2−1.0/0.0−5.6/3.7−0.3/1.5−0.4/1.65.4/0.0
Same-polarity substitutions17.8/−0.2−5.5/−0.3−1.9/0.0−0.6/−5.70.6/−5.72.2/1.13.9/0.0
Sentence modality changes2.3/ 0.05.3/−0.3 /−0.1−1.1/0.71.6/−1.41.9/−0.8 /0.1
Synthetic/analytic substitutions−0.2/−0.1−5.3/0.30.1/0.0−8.5/4.7−3.5/−7.7−0.1/1.04.5/0.0
Order /−0.1 /−0.3−3.2/−0.110.1/4.22.4/4.55.1/0.1
Punctuation changes10.7/0.1−15.2/−1.4−5.0/−0.7
Semantics-based changes−11.8/−0.1−2.8/0.0−3.6/3.9−3.9/1.04.4/−0.1
Inflectional changes−9.9/−0.5−0.1/−6.10.0/0.9
Spelling changes9.9/4.4−2.5/−2.65.2/0.0
Ellipsis−5.9/0.2−14.5/−0.6
Coordination changes19.0/0.1−7.4/−3.3
Syntax/discourse structure changes56.0/0.4−2.9/0.0−3.9/0.2
Modal verb changes2.9/−0.1
Addition/deletion1.3/1.40.0/0.2−1.2/0.0−3.9/−0.30.0/−1.2−0.1/0.0−0.1/0.0
Same-polarity substitutions2.4/−1.50.0/−0.23.2/0.0−3.2/−0.2−4.2/−0.30.0/−0.10.0/0.0
Sentence modality changes−1.4/0.0−0.7/0.2 /−0.0−6.3/−0.6−4.2/4.7−0.4/−0.1 /0.0
Synthetic/analytic substitutions−0.1/0.2−0.2/0.2−3.3/−0.12.8/0.72.2/0.7−0.1/0.1−0.1/0.0
Order /0.2 /−0.10.7/−0.11.7/0.1−4.2/−6.6−0.1/−0.1
Punctuation changes−1.6/0.00.5/0.3−3.6/−5.6
Semantics-based changes−0.7/−0.2−9.4/0.08.8/0.00.1/0.00.2/0.0
Inflectional changes−0.2/0.2−3.7/−0.80.2/0.0
Spelling changes9.7/0.70.2/−0.10.3/0.0
Ellipsis3.2/1.1−0.1/0.2
Coordination changes−12.3/−3.6−7.5/−10.1
Syntax/discourse structure changes0.6/0.01.2/0.0−6.1/2.5
Modal verb changes−0.8/−0.2

Paraphrased questions which contain an ‘Order’ annotation perform worse in classification tasks with fixed labels (MNLI, SST) than other paraphrases when using MQAN. The ‘Order’ tag occurs in 73% of the sentiment analysis task (SST), primarily in the swapping of the class labels ‘positive’ and ‘negative’. We find that manually swapping the class labels back to the same order as the original question, increased the performance by 38.2 (to 61.6), suggesting the model is memorising the position of the labels rather than their semantics. This sensitivity to label order harms the ability of MQAN to perform zero-shot learning. The T5 model looses less performance on MNLI and SST, and we no longer find that ‘Order’ paraphrases are causing the largest decrease in performance, suggesting the trained T5 model is much more robust to label position and is comprehending their meaning.

An interesting aspect of the original decaNLP framing is that English to SQL translation is formed as a question (“What is the translation from English to SQL?”), where English to German translation is framed as an imperative command (“Translate from English to German.”). We see from Table 4 that MQAN performs especially poorly on WikiSQL and IWSLT paraphrases which contain a change in sentence modality. Inspecting the answers for these WikiSQL cases reveals that the model outputs German words, indicating confusion between English-SQL translation and English-German translation. This suggests the model overly relies on the indicators of sentence modality (“What is the”, “translate”/“translation”) rather than the source and target languages. Again we see that the T5 model is more resilient to changes of sentence modality.

We find that the models trained on PQ-decaNLP have a smaller range of performance, suggesting they perform similarly across all paraphrase types.

We find no correlation between the number of phenomena present and the score.

Analysing pointers

To gain a better insight into why MQAN fails, we analyse where the model copies its answers from: the question, the context, or the external vocabulary, which we present in Fig. 6 . By analysing the values of the model’s learned pointers, we can better understand how it makes errors-Does the model pick words from the wrong source indicating that it is confused about what kind of task it is being asked to solve, or simply pick an incorrect word when solving the correct task? We confirm the findings of McCann et al. (2018) that the MQAN does not confuse tasks when asked the original decaNLP questions. However, when evaluated on the paraphrased questions we see more confusion. For the classification tasks (MNLI, SST, MWSC), where the class labels are contained within the question, we see a decrease in copying from the question. For translation (IWSLT), we see an increase in copying from the context, and for semantic parsing (WikiSQL) we see an increase in copying from the external vocabulary. These indicate the confusion between these tasks.

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The top bar for each dataset shows the pointer values on the original decaNLP dataset, while the bottom one shows the values when evaluated on PQ-decaNLP.

In this work we explore how robust text-to-text models are to paraphrasing of questions asked. We introduce a diagnostic corpus annotated with paraphrase phenomena and show how simple transformations such as changing the label order and altering the sentence modality can harm the performance. We believe that the creation of similar typology-annotated corpora will provide useful insights into the robustness to paraphrasing of many models across NLP.

Additionally, we find that training models on paraphrased questions improves its robustness to paraphrasing. We find that knowledge learnt from adding the tasks of paraphrase generation or paraphrase detection does not transfer to increased robustness in other tasks for either model.

We hope that the paraphrase corpus of decaNLP questions will encourage further research into more robust multitask question answering models.

Funding Statement

This work made use of the facilities of the N8 Centre of Excellence in Computationally Intensive Research (N8 CIR) provided and funded by the N8 research partnership and EPSRC (Grant No. EP/T022167/1). The Centre is co-ordinated by the Universities of Durham, Manchester and York. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Additional Information and Declarations

The authors declare that they have no competing interests.

G. Thomas Hudson conceived and designed the experiments, performed the experiments, analyzed the data, performed the computation work, prepared figures and/or tables, authored or reviewed drafts of the paper, and approved the final draft.

Noura Al Moubayed conceived and designed the experiments, analyzed the data, authored or reviewed drafts of the paper, and approved the final draft.

QuillBot AI Review: Everything You Need to Know (2024)

paraphrasing questions definition

Artificial intelligence (AI) is evolving quickly, and new AI tools and platforms are constantly appearing. In an era where clear, concise writing is highly coveted, AI writing tools are becoming increasingly crucial. One such impressive technology is QuillBot AI . Starting as a simple paraphrasing tool, QuillBot has become a robust AI writing assistant that symbolizes a significant stride in AI content optimization. This review thoroughly explores QuillBot AI, focusing on its key features, pricing structure, and strengths and weaknesses.

  • 1 What is QuillBot AI?
  • 2 How Quillbot AI Works
  • 3.1 1. The Paraphraser
  • 3.2 2. The Grammar Checker
  • 3.3 3. Summarizer
  • 3.4 4. Citation Generator
  • 3.5 5. QuillBot Plagiarism Checker
  • 3.6 6. The Translator
  • 3.7 7. Quillbot Extensions
  • 4 QuillBot AI Pricing and Plans Review
  • 5.1 Pros of Using QuillBot AI
  • 5.2 Cons of Using QuillBot AI
  • 6 How QuillBot Compares to Other Similar Tools
  • 7 Should You Use QuillBot? (The Verdict)
  • 8 Frequently Asked Questions (FAQs)

What is QuillBot AI?

quillbot AI tool

QuillBot AI is a leading AI writing companion and paraphrasing software designed to help anyone elevate the quality of their writing. At its core, it functions as one of the best AI rewriter tools to edit, rephrase, and enhance content like a professional.

It presents various features, including grammar checking, plagiarism detection, and content summarization. As such, QuillBot AI delivers substantial benefits for academics, essayists, and writers. Creating high-quality professional content can be time-consuming, and Quillbot streamlines the process using AI to improve your writing quickly, offering real-time suggestions and one-click solutions. Plus, it is an all-in-one solution that replaces the need to invest in multiple tools, making it cost-effective.

The versatility of the software caters to a diverse audience. While students can utilize its various writing tools, professional writers can efficiently collaborate and summarize lengthy text. If you want to improve your writing process, whether writing an email, an essay, or a long-form blog article, you will find Quillbot AI to be a valuable addition to your writing toolkit. It can revolutionize your writing process to produce surprising results.

How Quillbot AI Works

You can access QuillBot by visiting their online platform on their website . You don’t need to create an account; you can use a free version of QuillBot with limitations. Once you are there, you will see the available tools in the left sidebar. Click any of the tools to launch the user interface for each.

QuillBot User Interface

Each tool will have a consistent layout with different features that you can use to start refining your content. For example, when using the Grammar Checker, you can copy and paste your content into the user interface. QuillBot will readily analyze your text, pinpointing broken sentences and grammatical errors you can fix with a single click.

And the other other tools share the same easy-to-use interface and functionality. For instance, the Summarizer makes condensing long-form content or essays easy. Paste your text to generate a summary of key points. Additionally, it features a plagiarism checker, which helps identify and fix plagiarized content to ensure the originality of your content.

QuillBot’s AI functions by learning from datasets. Comprehending grammar, spelling, punctuation, tone, sentence structure, and readability, these datasets serve as knowledge accumulations. So, when users regularly disregard a specific suggestion, the AI adjusts to present more contextually relevant alternatives.

Breaking Down QuillBot AI Features

QuillBot AI offers several features for easy and effective content organization. We’ll delve into these features now.

1. The Paraphraser

QuillBot AI includes a paraphrasing tool. It empowers writers to rephrase text while preserving its central message. It’s an ideal tool for students and aspiring authors, requiring no account signup. Options for ‘Fewer Changes’ or ‘More Changes’ are available, with premium users getting maximum adjustments.

Paraphrase Modes

QuillBot AI assists users in paraphrasing and refining text. It employs seven unique modes, each tailored to specific objectives, to enhance the quality and readability of written content. Whether striving for clarity, professionalism, creativity, or conciseness, QuillBot AI offers a mode to suit your needs.

Here is an example sentence I added to the paraphraser text input area:

“It was a tough match. After three hours of immense struggle, I was able to get the job done.”

1. Standard Mode

Standard Mode serves as the default setting. It balances modifying the text for clarity and fluency while preserving the original meaning. The result is a refined text that maintains its natural flow and readability.

After clicking the Rephrase button, QuillBot swiftly provided a paraphrased output in Standard Mode. It merits noting that the level of paraphrasing hinges on the level of synonyms you set in the Synonyms bar at the right of the Modes bar above the content. The higher the level, the more liberty you give QuillBot to change the words of the original content.

The ensuing result was generated with a low Synonyms bar:

“It was a challenging game. I had to struggle for three hours before I was able to finish the task.”

quillbot ai standard mode

The following result was generated with a maximum level of Synonyms:

“It was a challenging game. I had to battle for three hours before I was able to finish the task.”

quillbot ai standard mode

With just one sentence, you can see that only one word changed, but with larger blocks of content, you will see that QuillBot will make more word changes with a higher level of synonyms.

2. Fluency Mode

In Fluency Mode, QuillBot AI ensures that the text is grammatically sound and genuinely readable. It makes minimal changes, primarily correcting grammar and providing the text sounds natural. Synonym substitutions are kept to a minimum, preserving the original meaning.

We paraphrased the same content in Fluency mode . It generated the following output:

“It was a difficult match. I completed the task after three hours of intense effort.”

quillbot ai fluency mode

3. Formal Mode

Formal Mode is the ideal choice for those working in academic or professional contexts. It transforms the text to sound more polished and professional, making it suitable for business reports, academic papers, and formal documents.

We paraphrased the same content in Formal Mode . It generated the following output:

“ It was a difficult match. After three hours of arduous effort, I was able to complete the task. ”

quillbot ai formal mode

4. Academic Mode

Then, we paraphrased the same content in Academic Mode . Unlike the other modes, it doesn’t have any Synonyms bar. Instead, it seemed to give the content more details and wording suitable for academia. It generated the following output:

“ The contest was challenging. Following a prolonged period of three hours, characterized by significant exertion and effort, I successfully completed the task at hand. ”

quillbot ai academic mode

5. Simple Mode

Simple Mode simplifies the text, making it easier to understand and more accessible to a broader audience. It is an excellent choice when clarity and straightforward communication are essential.

We paraphrased the same content in Simple Mode . It generated the following output:

“ It was a hard game. I was able to finish the job after three hours of hard work. ”

quillbot ai simple mode

6. Creative Mode

Creative Mode is the way to go if you’re looking to unleash your creativity and generate entirely unique content. This Mode substantially changes the text, potentially altering the original meaning. It’s a valuable tool for content creators seeking a fresh spin on their writing.

We paraphrased the same content in Creative Mode . It generated the following output:

“ That was one intense contest. It took me three hours of relentless effort, but I finally completed the task at hand. ”

quillbot ai creative mode

7. Expand Mode

Expand Mode is perfect for those aiming to increase the length of their text. It adds words and details while retaining the original meaning, making it valuable for projects requiring a higher word count.

We paraphrased the same content in Expand Mode . It generated the following output:

“ It was a difficult match to watch. I had to put in a lot of effort for three hours before I was finally successful in completing the task. ”

quillbot ai expand mode

Then, we produced an output with a high level of Synonyms as follows:

“The contest was a challenging one. I was able to finish the work, despite the fact that it took me three hours of intense effort.”

quillbot ai expand mode

8. Shorten Mode

Shorten Mode comes to the rescue when you need to reduce the overall word count while maintaining the essence of your text. It trims unnecessary words and phrases, delivering a concise version of your content.

Lastly, we paraphrased the same content in Shorten Mode.  It generated the following output:

“ The match was hard. I finished after three hours of intense struggle. ”

quillbot ai shorten mode

Paraphraser Statistics

The ‘Statistics’ feature offers insights into text complexity and readability. It aids writers in adjusting their style to the desired tone and audience. Premium subscribers unlock tonality analysis, which assesses reader perceptions to enhance persuasive writing.

I have used the same content as the previous one in the “Fluency” mode. It has generated the following statistics.

quillbot ai statistics

The Statistics of the generated content are based on the following aspects:

  • Average words in a sentence
  • Average Syllables in a word
  • Readability
  • Sentence Count
  • Character Count
  • Percent Change
  • Longest Unchanged Words

Paraphraser Settings

quillbot ai settings

The “Settings” feature in the Paraphraser tool provides options to control how you want your content to be paraphrased and how you want the results to be displayed on the interface. In terms of paraphrasing the content, you choose the following:

  • Paraphrase quotations
  • Use contractions
  • Prefer active voice

Under the Interface options, you can select the following:

  • Use yellow highlight
  • Show tooltips
  • Show legend
  • Show changed words
  • Show structural changes
  • Show the longest unchanged words

Overall, these settings do seem to give users more control and help them identify changes to their content much easier.

Paraphraser Compare Modes

Compare Modes is a valuable feature exclusively available to premium users, offering a comprehensive view of how a sentence is transformed across different modes within the platform. This feature enables users to evaluate and choose the most suitable rendition for their content by comparing various paraphrased versions. To access Compare Modes, locate and click on the dedicated icon in the settings bar on the right side of the page.

quillbot ai compare modes

Once activated, Compare Modes opens a sidebar on the right-hand side of the screen, displaying the original sentence before paraphrasing and the results generated by all available modes simultaneously. The system defaults to the effect produced by the Mode in which the sentence was paraphrased. You can easily click the “Select” button next to the desired text to select your preferred sentence, seamlessly replacing the paraphrased sentence in your results. Additionally, you can further modify individual sentence results by clicking on circular arrow icons or making copies of them with a simple click on the copy icon. This powerful feature empowers users to fine-tune their content according to their specific needs and preferences, streamlining the content creation process.

Paraphraser History

By accessing the history feature, you can go through all the previous content you have modified. In my case, I checked my history, and it showed the last text paraphrased. It also shares the date and time when the content was modified.

quillbot ai history

The “Tone” feature in QuillBot AI paraphraser allows users to control and tailor the emotional and stylistic tone of their paraphrased content. With this feature, users can choose from various preset tones, such as casual , unfriendly , wordy , complex , and unclear . It ensures that the paraphrased text aligns perfectly with the desired style and intent. Whether you need your content to sound professional and academic or friendly and conversational, the Tone feature empowers you to achieve the right mood for your writing.

quillbot ai paraphraser tone

Paraphrasing for Different Languages

Quillbot AI supports 23 different languages for paraphrasing purposes. Not only does this make the tool more accessible, but it also comes in handy for making tweaks to the content generator by Quillbot’s translator tool.

quillbot ai languages

2. The Grammar Checker

Quillbot AI offers a user-friendly and free Grammar-checking feature that doesn’t require signing up. When you paste your text into Quillbot’s editor, it identifies and highlights grammatical errors, including punctuation and spelling. With a convenient Fix All Errors option, you can swiftly correct multiple issues simultaneously. This Grammar Checker enhances writing precision and consistency. It quickly pinpoints potential errors in red, simplifying the editing process. This real-time underlining and instant correction feature saves writers time and improves productivity.

For instance, here is an example sentence I added to the grammar checker text input area:

“ Manchester United signed Sofyan Amrabat on a season-long loan move from Fiorentina. The Morocco midfielder has been desperate to join Erik ten Hag’s team since getting linked to the Red Devils in June. However, Manchester United’s plans differed on Deadline Day as they wanted to sign Fulham’s Joao Palhinha instead. ”

After copy-pasting the text into the Grammar Check, it will detect all the potential errors within the content. By putting your cursor on the underlined words, it will show you the errors individually.

quillbot ai grammatical errors

Once you remove all the errors, it will provide you with the correct grammatical content. It will generate the following content.

“ Manchester United signed Sofyan Amrabat on a season-long loan deal from Fiorentina. The Morocco midfielder has been desperate to join Erik ten Hag’s team since getting linked to the Red Devils in June. However, Manchester United’s plans were different on Deadline Day, as they wanted to sign Fulham’s Joao Palhinha instead. ”

quillbot ai grammar errors removed

Furthermore, it seamlessly integrates with Quillbot’s Paraphrase tool, offering a comprehensive writing experience without needing an account. Its grammar-checking feature is valuable for writers seeking error-free, professional content.

3. Summarizer

Quillbot AI provides a Summarizer tool that condenses lengthy texts or articles into concise summaries, making it invaluable for students, researchers, and professionals.

Users can choose between Short and Long summarization options to control the level of detail. The Short summarization offers a brief overview, ideal for quickly grasping the central ideas or skimming through multiple articles. In contrast, the Long outline provides a more comprehensive summary, suitable for in-depth analysis or a deeper understanding of the text.

Quillbot AI’s Summarizer utilizes natural language processing to extract critical information while preserving the original context. It offers two summarization types: Key Sentences and Paragraph modes.

For instance, I added a block of content to the summarizer text input area. Using the Key Sentences feature, the tool has created five articulate points that summarize the content.

quillbot ai key sentences short summary length

Changing the Summary Length can increase or decrease the depth of those points.

quillbot ai key sentences long summary length

Selecting the Paragraph mode will provide a summary of the content in paragraph form.

quillbot ai paragraph short summary length

Like the Key Sentences mode, the length of the summary can be changed by adjusting the Summary Length .

quillbot ai paragraph long summary length

This feature streamlines research, study, and content review processes, enhancing productivity and comprehension for users across various fields.

4. Citation Generator

quillbot ai citation book

QuillBot’s Citation Generator is a valuable tool that simplifies the often complex process of citing sources in academic and professional writing. It allows users to choose from various citation styles and formats, ensuring compliance with specific guidelines and educational requirements. This feature dramatically reduces the potential headache associated with accurate source attribution.

quillbot ai citation generator

It supports common APA, MLA, and Chicago styles, covering reference types like books and websites. With an intuitive interface, it swiftly generates in-text and complete citations, labeled and exportable to Microsoft Word. By automating this process, QuillBot’s Citation Generator saves users time and ensures proper crediting of sources, benefiting those involved in research and academic writing projects.

5. QuillBot Plagiarism Checker

Quillbot AI provides a plagiarism checker, which is a premium feature. It eliminates the need for external tools to verify content originality. Premium users can paste their content into the checker, receiving results within minutes, indicating if the content is unique or plagiarized. Premium members can scan up to 20 pages per month with this tool, making it suitable for various types of content, including research papers.

quillbot ai plagiarism results

Its plagiarism checker stands out by accommodating research paper plagiarism checks, scanning up to 20 pages (approximately 5000 words) monthly. Consequently, it proves to be a valuable resource for essayists and academic writers, ensuring the integrity of their work.

Plagiarism detection is based on identical words , minor changes , paraphrased words , and omitted words .

6. The Translator

QuillBot AI provides its users with a Translation feature, allowing them to translate text into over 30 languages, making research and writing accessible across language barriers. It offers ad-free translation of up to 5,000 characters at once, includes integrated writing tools, and provides quick and accurate translations. The best part is that it’s free, enhancing convenience and accessibility for writers and researchers.

As a test, I added a block of content in the German language. The translator automatically detected it as German.

quillbot ai translation detector

Then all you need to do is select the language you want it translated to on the right and click the Translate button.

quillbot ai translator content

7. Quillbot Extensions

The tool offers three convenient extensions and applications to enhance your writing experience across different platforms.

QuillBot Chrome Extension

Quillbot AI Chrome extension

The QuillBot Google Chrome extension is a valuable tool for online writing. It seamlessly integrates with your web browsing, allowing you to check grammar, paraphrase, and summarize online documents (Google Docs), emails, and social media posts. Moreover, it ensures your writing is polished and error-free across the internet.

QuillBot for Word

Quillbot AI Microsoft Word extension

If you’re working offline in Microsoft Word, this extension empowers you to access the full capabilities of QuillBot. It assists you in crafting high-quality documents, reports, and essays, ensuring your writing is clear and concise, even when you’re not connected to the internet.

QuillBot for macOS

Quillbot AI macOS

For Mac users, QuillBot offers a browser-free desktop application. This standalone tool simplifies the writing process, providing a smooth and efficient writing experience on your macOS device. Moreover, it’s perfect for those who prefer a dedicated desktop application for their writing needs.

QuillBot AI Pricing and Plans Review

QuillBot's Pricing Page

QuillBot AI provides three different pricing options to suit different needs and budgets.

The Basic (Free) Plan allows you to experiment with the tool before attaining its subscription. With it, you can paraphrase 125 words. It provides Standard and Fluency modes with limited use of the Synonym Slider. Moreover, you can summarize up to 1,200 words through the Summarizer mode.

The premium version of QuillBot AI allows unlimited words for the Parphraser, more writing style modes, and up to 6,000 words in the Summarizer. It also provides access to Plagiarism Checker, Paraphraser History, and Compare Modes.

You have the choice of three different payment plans for premium. The Annual Plan costs $8.33 monthly, with $99.95 billed every 12 months. The Semi-Annual Plan costs $13.33 monthly, with $79.95 billed every six months. The Monthly Plan costs $19.95 per month. By subscribing to either of these premium subscriptions, you can paraphrase unlimited words in Paraphraser. The Summarizer will allow you to summarize up to 6,000 words, and you can fully use the Synonym Slider.

Pros and Cons of QuillBot AI

As we delve deeper into our comprehensive review of QuillBot AI, it becomes imperative to assess the advantages and disadvantages of this sophisticated language processing tool. While this tool boasts various features and capabilities, no technology is without its strengths and weaknesses.

Pros of Using QuillBot AI

  • A free plan is available, and there’s no need to sign up.
  • There is a refund policy in place.
  • Extensions for Microsoft Word, Google Chrome, and macOS are readily available.
  • You can access a free Language Translator.
  • The option to upgrade makes it very affordable to access additional features.
  • An app for content summarization is available for free.
  • Additionally, there is a free Grammar Checker app provided.

Cons of Using QuillBot AI

  • Only two writing modes are available for free.
  • OpenAI GPT AI writing is unavailable.
  • There is no AI content detection feature.
  • Manual intervention is usually required.
  • Both free and paid plans have character limitations in place

How QuillBot Compares to Other Similar Tools

QuillBot AI offers valuable features for text enhancement, including effective paraphrasing and translation. Its free plan is a budget-friendly option, making it accessible to a broad audience. When compared to Grammarly , QuillBot outshines Grammarly’s ability to rephrase content. However, Quillbot’s grammar-checking capabilities fall short of Grammarly’s robust editing features.

Tools like Copy.ai and Rytr AI may offer more comprehensive solutions for advanced AI content generation than QuillBot. These alternatives excel in generating content from scratch, making them suitable for various writing needs.

Regarding accessibility, QuillBot stands out with extensions for Microsoft Word, Google Chrome, and macOS. This enhances its usability and integration into daily writing tasks. It also eliminates the language barrier, whereas Grammarly, Copy.ai, and Rytr AI primarily focus on English.

Ultimately, choosing these tools depends on your specific requirements and budget. QuillBot is a reliable option for text enhancement, while other tools may be better suited for advanced AI content generation and comprehensive grammar checking.

Should You Use QuillBot? (The Verdict)

QuillBot AI offers undeniable value as an AI writing assistant for various teams and individuals. Need an alternative version of your original article? QuillBot can generate a new and improved version swiftly. It is handy for optimizing blog posts and other content, outperforming many free and paid AI rewriter tools . Its ability to paraphrase content significantly reduces plagiarism risks for academic assignments and research papers. Although some detectors, like Originality.ai , may still recognize QuillBot paraphrased content in some cases. No AI content generator is 100% human. That said, thanks to its versatility and proficiency, QuillBot is a worthwhile asset for writers, students, and content creators.

Looking for more? Check out our list of top AI writing tools . And for all aspiring writers, check out these AI story generators . You can also explore more of the best overall AI tools you can use to boost your productivity in various  ways .

Frequently Asked Questions (FAQs)

Here are some common questions that may help you decide if QuillBot is right for you.

What is QuillBot?

Can quillbot be detected, how much does quillbot premium cost, how can quillbot be used as a paraphrasing tool, how can quillbot be used as a summarizer.

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By fahad hamid.

Fahad enjoys writing about a diverse range of topics, from business and marketing to design. Alongside this, he balances his love for tennis, showing skill both on the page and on the court.

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Hi, Carlos. The pricing must have changed since writing the post. I have updated the article. Thanks for bringing it to our attention.

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Carlos – for me, it’s showing as: USD Annual Save 58% $4.17 USD per month $49.95 billed every 12 months

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  • How to Paraphrase | Step-by-Step Guide & Examples

How to Paraphrase | Step-by-Step Guide & Examples

Published on 8 April 2022 by Courtney Gahan and Jack Caulfield. Revised on 15 May 2023.

Paraphrasing means putting someone else’s ideas into your own words. Paraphrasing a source involves changing the wording while preserving the original meaning.

Paraphrasing is an alternative to  quoting (copying someone’s exact words and putting them in quotation marks ). In academic writing, it’s usually better to paraphrase instead of quoting. It shows that you have understood the source, reads more smoothly, and keeps your own voice front and center.

Every time you paraphrase, it’s important to cite the source . Also take care not to use wording that is too similar to the original. Otherwise, you could be at risk of committing plagiarism .

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Table of contents

How to paraphrase in five easy steps, how to paraphrase correctly, examples of paraphrasing, how to cite a paraphrase, paraphrasing vs quoting, paraphrasing vs summarising, avoiding plagiarism when you paraphrase, frequently asked questions about paraphrasing.

If you’re struggling to get to grips with the process of paraphrasing, check out our easy step-by-step guide in the video below.

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paraphrasing questions definition

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Putting an idea into your own words can be easier said than done. Let’s say you want to paraphrase the text below, about population decline in a particular species of sea snails.

Incorrect paraphrasing

You might make a first attempt to paraphrase it by swapping out a few words for  synonyms .

Like other sea creatures inhabiting the vicinity of highly populated coasts, horse conchs have lost substantial territory to advancement and contamination , including preferred breeding grounds along mud flats and seagrass beds. Their Gulf home is also heating up due to global warming , which scientists think further puts pressure on the creatures , predicated upon the harmful effects extra warmth has on other large mollusks (Barnett, 2022).

This attempt at paraphrasing doesn’t change the sentence structure or order of information, only some of the word choices. And the synonyms chosen are poor:

  • ‘Advancement and contamination’ doesn’t really convey the same meaning as ‘development and pollution’.
  • Sometimes the changes make the tone less academic: ‘home’ for ‘habitat’ and ‘sea creatures’ for ‘marine animals’.
  • Adding phrases like ‘inhabiting the vicinity of’ and ‘puts pressure on’ makes the text needlessly long-winded.
  • Global warming is related to climate change, but they don’t mean exactly the same thing.

Because of this, the text reads awkwardly, is longer than it needs to be, and remains too close to the original phrasing. This means you risk being accused of plagiarism .

Correct paraphrasing

Let’s look at a more effective way of paraphrasing the same text.

Here, we’ve:

  • Only included the information that’s relevant to our argument (note that the paraphrase is shorter than the original)
  • Retained key terms like ‘development and pollution’, since changing them could alter the meaning
  • Structured sentences in our own way instead of copying the structure of the original
  • Started from a different point, presenting information in a different order

Because of this, we’re able to clearly convey the relevant information from the source without sticking too close to the original phrasing.

Explore the tabs below to see examples of paraphrasing in action.

  • Journal article
  • Newspaper article
  • Magazine article
Source text Paraphrase
‘The current research extends the previous work by revealing that to moral dilemmas could elicit a FLE [foreign-language effect] in highly proficient bilinguals. … Here, it has been demonstrated that hearing a foreign language can even influence moral decision making, and namely promote more utilitarian-type decisions’ ( , p. 874). The research of Brouwer (2019, p. 874) suggests that the foreign-language effect can occur even among highly proficient bilinguals, influencing their moral decision making, when auditory (rather than written) prompting is given.
Source text Paraphrase
‘The Environmental Protection Agency on Tuesday proposed to ban chrysotile asbestos, the most common form of the toxic mineral still used in the United States. … Chlorine manufacturers and companies that make vehicle braking systems and sheet gaskets still import chrysotile asbestos and use it to manufacture new products.

‘The proposed rule would ban all manufacturing, processing, importation and commercial distribution of six categories of products containing chrysotile asbestos, which agency officials said would cover all of its current uses in the United States’ ( ).

Chrysotile asbestos, which is used to manufacture chlorine, sheet gaskets, and braking systems, may soon be banned by the Environmental Protection Agency. The proposed ban would prevent it from being imported into, manufactured in, or processed in the United States (Phillips, 2022).
Source text Paraphrase
‘The concept of secrecy might evoke an image of two people in conversation, with one person actively concealing from the other. Yet, such concealment is actually uncommon. It is far more common to ruminate on our secrets. It is our tendency to mind-wander to our secrets that seems most harmful to well-being. Simply thinking about a secret can make us feel inauthentic. Having a secret return to mind, time and time again, can be tiring. When we think of a secret, it can make us feel isolated and alone’ ( ). Research suggests that, while keeping secrets from others is indeed stressful, this may have little to do with the act of hiding information itself. Rather, the act of ruminating on one’s secrets is what leads to feelings of fatigue, inauthenticity, and isolation (Slepian, 2019).

Once you have your perfectly paraphrased text, you need to ensure you credit the original author. You’ll always paraphrase sources in the same way, but you’ll have to use a different type of in-text citation depending on what citation style you follow.

(Brouwer, 2019, p. 874)
(1, p. 874)
(Brouwer, 2019, p. 874)

Generate accurate citations with Scribbr

It’s a good idea to paraphrase instead of quoting in most cases because:

  • Paraphrasing shows that you fully understand the meaning of a text
  • Your own voice remains dominant throughout your paper
  • Quotes reduce the readability of your text

But that doesn’t mean you should never quote. Quotes are appropriate when:

  • Giving a precise definition
  • Saying something about the author’s language or style (e.g., in a literary analysis paper)
  • Providing evidence in support of an argument
  • Critiquing or analysing a specific claim

A paraphrase puts a specific passage into your own words. It’s typically a similar length to the original text, or slightly shorter.

When you boil a longer piece of writing down to the key points, so that the result is a lot shorter than the original, this is called summarising .

Paraphrasing and quoting are important tools for presenting specific information from sources. But if the information you want to include is more general (e.g., the overarching argument of a whole article), summarising is more appropriate.

When paraphrasing, you have to be careful to avoid accidental plagiarism .

Students frequently use paraphrasing tools , which can be especially helpful for non-native speakers who might have trouble with academic writing. While these can be useful for a little extra inspiration, use them sparingly while maintaining academic integrity.

This can happen if the paraphrase is too similar to the original quote, with phrases or whole sentences that are identical (and should therefore be in quotation marks). It can also happen if you fail to properly cite the source.

To make sure you’ve properly paraphrased and cited all your sources, you could elect to run a plagiarism check before submitting your paper.

To paraphrase effectively, don’t just take the original sentence and swap out some of the words for synonyms. Instead, try:

  • Reformulating the sentence (e.g., change active to passive , or start from a different point)
  • Combining information from multiple sentences into one
  • Leaving out information from the original that isn’t relevant to your point
  • Using synonyms where they don’t distort the meaning

The main point is to ensure you don’t just copy the structure of the original text, but instead reformulate the idea in your own words.

Paraphrasing without crediting the original author is a form of plagiarism , because you’re presenting someone else’s ideas as if they were your own.

However, paraphrasing is not plagiarism if you correctly reference the source . This means including an in-text referencing and a full reference , formatted according to your required citation style (e.g., Harvard , Vancouver ).

As well as referencing your source, make sure that any paraphrased text is completely rewritten in your own words.

Plagiarism means using someone else’s words or ideas and passing them off as your own. Paraphrasing means putting someone else’s ideas into your own words.

So when does paraphrasing count as plagiarism?

  • Paraphrasing is plagiarism if you don’t properly credit the original author.
  • Paraphrasing is plagiarism if your text is too close to the original wording (even if you cite the source). If you directly copy a sentence or phrase, you should quote it instead.
  • Paraphrasing  is not plagiarism if you put the author’s ideas completely into your own words and properly reference the source .

To present information from other sources in academic writing , it’s best to paraphrase in most cases. This shows that you’ve understood the ideas you’re discussing and incorporates them into your text smoothly.

It’s appropriate to quote when:

  • Changing the phrasing would distort the meaning of the original text
  • You want to discuss the author’s language choices (e.g., in literary analysis )
  • You’re presenting a precise definition
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Axial Involvement in Psoriatic Arthritis Still Defies Definition

Sara Freeman

July 02, 2024

VIENNA — While there is no doubt that some people with psoriatic arthritis (PsA) have axial symptoms, data presented at the European Alliance of Associations for Rheumatology (EULAR) 2024 Annual Meeting do not appear to add much to what is already known about axial PsA or to further the cause of differentiating it from axial spondyloarthritis (axSpA).

In both the AXIS study and Reuma.pt , around one in three patients with PsA were found to have axial involvement. Notably, the percentage of people with axial PsA was found to vary according to how imaging information was interpreted in the AXIS study. Both studies were discussed during the Axial Involvement in PsA and SpA session at EULAR 2024.

The One-Million-Dollar Question

"So, the one-million-dollar question: What is it, really?" Philippe Carron, MD, PhD, Ghent University Hospital, Ghent, Belgium, said in the presentation that started the session. Despite PsA being described more than 60 years ago, "we still have no internationally accepted definition or a consensus on how we should define these patients and how we should screen them," he said.

"There are some believers that it is just a form of axial SpA with concomitant psoriasis, but also some people that think that the axial PsA is a typical disease, with typical characteristics which are different from axial disease," Carron said.

The lack of consensus makes it difficult to estimate just how many people have axial PsA. Reported prevalences range from 5% to 70%, "all caused by which criteria that you're using to define axial involvement," Carron added.

There are, however, two things that can be agreed upon, according to Carron. First, the prevalence of axial involvement in people with early PsA is "much, much lower" than that of more established disease. Second, exclusive axial involvement is seen in "just a minority of PsA patients." Most people with axial disease also have peripheral disease, he added.

Imaging findings in axial PsA "are quite similar to those seen in axial SpA," although Carron also said that there were some distinct differences. Radiographic sacroiliitis occurs in around 25%-50% of people with axial PsA, and atypical syndesmophytes are more often found in people with axial PsA than in those with axSpA.

Shared Characteristics

But are axial PsA and axSpA separate diseases or part of the same disease continuum? That's a question that is still very much open for debate, said Sofia Ramiro, MD, PhD, a senior researcher at Leiden University Medical Center, Leiden, the Netherlands, and rheumatology consultant at Zuyderland Medical Center in Heerlen, the Netherlands.

While many studies have looked to answer this question, there is a big methodological problem — the studies largely cannot be compared as they have used different definitions of axSpA.

Take a patient with inflammatory back pain, psoriasis, and oligoarthritis, Ramiro said. If the patient goes to one rheumatologist, they may get a diagnosis of axSpA, but if they go to a different rheumatologist, they may get a diagnosis of axial PsA.

"This is influenced by training, expertise, by beliefs, and by belonging to ASAS [ Assessment of Spondyloarthritis International Society ] or to GRAPPA [ Group for Research and Assessment of Psoriasis and Psoriatic Arthritis ]," Ramiro suggested. It's "a diagnostic bias" that is very difficult to overcome and makes direct comparisons between patient populations recruited into clinical studies "extremely challenging."

To confuse matters more, axial PsA and axSpA share common characteristics: Inflammatory back pain, HLA-B27 positivity, elevated levels of C-reactive protein (CRP) or a higher erythrocyte sedimentation rate, and structural lesions in the sacroiliac joints and spine.

AXIS Study 'Gives Answers'

More research into factors associated with axial PsA need to be performed to try to help define the condition and enable classification and ultimately treatment guidelines. This is where the AXIS study comes in.

The AXIS study is a joint project of ASAS and GRAPPA that was started in January 2019 with the aim of defining a homogenous subgroup of patients who could be studied.

"The objectives of the AXIS study are to determine the frequency of axial involvement in patients with PsA; to identify the frequency of active inflammatory and structural changes on imaging; and to identify factors associated with the presence of axial involvement in PsA," Murat Torgutalp, MD, of Charité – Universitätsmedizin Berlin, Berlin, Germany, said at EULAR 2024.

The study population consisted of 409 consecutively recruited patients diagnosed with PsA according to CASPAR criteria; all have had PsA for up to 10 years and were untreated with biologic or targeted synthetic disease modifying drugs at the time of inclusion.

Torgutalp, who is the study's primary research coordinator, reported that a diagnosis of PsA was made in 37% of the population when local investigators considered available clinical, laboratory, and imaging data. However, patients' imaging data were also centrally assessed, and when the local investigators were party to the expert imaging interpretations, the percentage of people diagnosed with PsA dropped to 27%.

"When we looked at the clinical characteristics, the presence of the back pain, particularly inflammatory back pain, HLA-B27 positivity, elevated CRP, and presence of active, inflammatory and structural changes in the sacroiliac joints and spine were associated with the final conclusion on the presence of axial involvement," Torgutalp said.

Despite the title of his presentation being "The Axis Study Gives Answers," Torgutalp presented lots of data without giving much insight into how they might be used. He concluded that "overall, there was a trend towards overestimation of the presence of imaging changes indicative of axial involvement across all imaging modalities" by the local investigators, he said.

Dennis McGonagle, MB, MCH, BAO, PhD, of the University of Leeds, Leeds, England, told Medscape Medical News that the AXIS study "is a noble, international effort across multiple countries to try and better understand axial PsA."

McGonagle, who was not involved in the study, added: "A lot of data are being generated, and a lot of analysis needs to be done to drill down to get a clear message that could influence practice."

Axial PsA in the Portuguese Population

Separately, Catarina Abreu, a rheumatology intern at Hospital Garcia de Orta, Almada, Portugal, presented some real-world data on axial PsA from Reuma.pt.

Of 2304 patients, 854 (37.1%) reportedly had axial PsA, which had been defined as physician-reported spondylitis or the presence of imaging findings suggestive of axial involvement. This included radiographic- or MRI-detected sacroiliitis or syndesmophytes seen on axial x-rays.

The majority (78.2%) of those with an axial PsA diagnosis had concomitant peripheral involvement, with 8.1% having exclusive axial disease.

About 70% of the axial PsA diagnoses had been made using clinical or laboratory findings alone, and 30% of diagnoses was based on imaging results. Of the latter, Abreu noted that patients who had imaging data available were more likely to be HLA-B27 positive and less likely to have dactylitis, with respective odds ratios (ORs) of 3.10 and 2.42.

Individuals with axial PsA were more likely to have enthesitis (OR, 1.92), although no data were available on whether this was axial or peripheral enthesitis. Tobacco exposure was also linked to an increased chance of having axial PsA (OR, 1.66).

Abreu noted that the "scarce number of available imaging exams" and other missing data in Reuma.pt may have led to an underdiagnosis of axial PsA.

"The difference that we found between axial and peripheral [PsA] are similar to the differences found in other studies that compared axial psoriatic arthritis with axial spondyloarthritis," Abreu said.

"So, we leave with the question that was already left before here: If these are different diseases or just different phenotypes of the same disease, and what implications will this have in the future?" Abreu concluded.

Carron received educational grants, speaker fees, or honoraria for other consultancy work from AbbVie, UCB, Pfizer, Eli Lilly, Novartis, Janssen, and Galapagos/Alfasigma.

Ramiro is an ASAS executive committee member and received research grants or consulting/speaker fees from AbbVie, Eli Lilly, Galapagos, Janssen, Merck Sharp and Dohme, Novartis, Pfizer, Sanofi, and UCB.

AXIS is supported by unrestricted research grants from AbbVie, Galapagos, Janssen, Eli Lilly, Novartis, Pfizer, and UCB. Torgutalp is the primary research coordinator for the study; he reported no financial conflicts of interest.

The Reuma.pt registry was developed with the financial support of the pharmaceutical industry and is currently supported by AbbVie, Amgen, AstraZeneca, Boehringer Ingelheim, Eli Lilly, Merck Sharp and Dohme, Novartis, Pfizer, and Sobi. Abreu reported no financial conflicts of interest.

Sara Freeman is a medical journalist and writer based in London, England. She is a regular contributor to Medscape Medical News, Medscape News UK, and other specialist healthcare media outlets.

Send comments and news tips to [email protected] .

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What does the Supreme Court immunity ruling mean for Trump? 6 questions answered

In a historic decision, the Supreme Court ruled Monday that former presidents have at least some immunity from criminal prosecution for “official acts” in office, no matter their “politics, policy, or party,” but stipulated that that protection doesn’t cover everything.

Read the full Supreme Court decision on Trump and presidential immunity

The court’s three liberal justices dissented. Monday’s decision “reshapes the institution of the Presidency” and could lead to stark, long-term consequences for American democracy, Justice Sonia Sotomayor wrote.

While the lower court has the job of working out the specific parameters of the high court’s decision, one thing is clear: For Trump, the ruling is a victory. He and his legal team have sought to dismiss or delay the four ongoing criminal cases against him. And this latest Supreme Court ruling makes it hard to see how the federal 2020 election case could go to trial before the next Election Day.

Soon after the court’s decision was released, the former president declared in all caps on his social media network, “Big win for our Constitution and democracy. Proud to be an American.”

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What happens to Trump’s federal criminal charges, especially if he is reelected? Here are six quick questions about the court’s ruling.

In short, what does the ruling say?

The heart of Trump v. United States was a legally untested question that has not come before the high court until now: whether a president could be immune from criminal prosecution for official acts while in office.

“The president enjoys no immunity for his unofficial acts, and not everything the President does is official. The President is not above the law,” Chief Justice John Roberts wrote in the majority opinion.

But, Roberts added, “the system of separated powers designed by the Framers has always demanded an energetic, independent Executive. The President therefore may not be prosecuted for exercising his core constitutional powers, and he is entitled, at a minimum, to a presumptive immunity from prosecution for all his official acts.”

The court’s three liberal justices argued that making a president immune from prosecution makes him “a king above the law.”

“Let the President violate the law, let him exploit the trappings of his office for personal gain, let him use his official power for evil ends,” Justice Sonia Sotomayor wrote. “Because if he knew that he may one day face liability for breaking the law, he might not be as bold and fearless as we would like him to be. That is the majority’s message today.”

How does the court define an official vs. unofficial act?

Chief Justice Roberts laid out three different categories of presidential acts:

  • Official acts that rely on core constitutional powers, for which “immunity must be absolute”

Roberts said some actions, such as those involving the attorney general or Department of Justice, fall into the first category. They “are readily categorized in light of the nature of the President’s official relationship to the office held by that individual,” and therefore fall under absolute immunity.

Other interactions, Roberts wrote, get more complicated.

These include Trump’s conversations with then-Vice President Mike Pence, who was tasked with overseeing the certification of electoral college votes on Jan. 6, 2021.

“The indictment’s allegations that Trump attempted to pressure the Vice President to take particular acts in connection with his role at the certification proceeding thus involve official conduct, and Trump is at least presumptively immune from prosecution for such conduct,” Roberts wrote.

“The question then becomes whether that presumption of immunity is rebutted under the circumstances,” he added.

Roberts acknowledged the broad range of other conduct in Trump’s indictment, including false claims of voter fraud, the alleged fake elector scheme, and his actions on Jan. 6.

The court asked the lower district court to determine whether these actions —which involved state governments, private actors and the public — were taken in an official or unofficial capacity.

“Determining whose characterization may be correct, and with respect to which conduct, requires a fact-specific analysis of the indictment’s extensive and interrelated allegations,” Roberts wrote.

What did the court say about Trump and the government’s arguments?

“Trump asserts a far broader immunity than the limited one the Court recognizes,” Roberts wrote.

Trump’s legal team, citing the impeachment judgment clause, had argued that the federal government’s case against him should be dismissed because conviction by the U.S. Senate is a “necessary step” before criminal prosecution. Trump was impeached by the House of Representatives but acquitted in his Jan. 6 impeachment trial.

But Roberts wrote that the clause doesn’t cover what happens if a president is never impeached. Nor does it or other historical documents address or “even consider” how immunity from prosecution applies to a former president.

At the same time, the Justice Department “for its part takes a similarly broad view, contending that the President enjoys no immunity from criminal prosecution for any action.

“It is the Government’s burden to rebut the presumption of immunity,” Roberts wrote.

One of the biggest takeaways with Monday’s ruling is that the justices are “something of a mixed bag” on the question of presidential immunity, said Steve Vladeck, an expert on federal courts and professor at the Georgetown University Law Center. In the court’s ruling, the majority said sometimes yes, sometimes no.

Another important moment: The court weighed in on whether prosecutors, in trying a former president, can cite official acts — things for which the president could not otherwise be prosecuted — as evidence. The majority said no.

“That’s actually a really big deal, even if it’s a little technical, and it’s going to throw a pretty big wrench not just into the prosecution of former President Trump, but future efforts to hold presidents liable if they commit crimes while in office,” Vladeck said.

Justice Amy Coney Barrett split from her fellow conservative justices on this point.

In a separate concurrence, Barrett wrote that “the Constitution does not require blinding juries to the circumstances surrounding conduct for which Presidents can be held liable” and that rules around evidence already exist to handle concerns about prejudicing the jury on a case-by-case basis.

She broadly agreed with the majority that former presidents enjoyed some level of immunity for their official acts while in office. But she wrote that “a President facing prosecution may challenge the constitutionality of a criminal statute as applied to official acts alleged in the indictment. If that challenge fails, however, he must stand trial.”

What was the dissent?

The Supreme Court’s decision fell along ideological lines. Justices Sonia Sotomayor, Elena Kagan and Ketanji Brown Jackson all dissented from the conservative majority.

Sotomayor wrote in her dissent that the court’s decision to grant former president criminal immunity “reshapes the institution of the Presidency.”

“It makes a mockery of the principle, foundational to our Constitution and system of Government, that no man is above the law,” she added.

Sotomayor wrote that the president, under the majority’s reasoning, will now be protected from prosecution for a variety of actions while in office.

The justice raised a few examples. “Orders the Navy’s Seal Team 6 to assassinate a political rival? Immune. Organizes a military dissenting coup to hold onto power? Immune. Takes a bribe in exchange for a pardon? Immune. Immune, immune, immune.”

Even if these “nightmare scenarios” never pan out, “the damage has been done,” Sotomayor wrote.

“The relationship between the President and the people he serves has shifted irrevocably. In every use of official power, the President is now a king above the law.”

What does this ruling mean for the Jan. 6 case?

Because the Supreme Court did not determine which of Trump’s actions were unofficial acts, special counsel Jack Smith is going to have to wait for the lower district court to weigh in, which takes some time, said Chris Geidner, a longtime Supreme Court journalist who publishes the Law Dork newsletter.

“You’re going to have briefings, you’re going to have probably hearings, before we even get to a point that Jack Smith knows what’s allowed to go forward to trial,” he told PBS News’ William Brangham on Monday.

If Smith had received clear definitions from the high court, he could make faster determinations about what can stay in the federal indictment, Geidner added.

The likelihood of this case going to trial before Americans go to the polls in November is slim. Before Monday’s landmark decision, experts criticized the Supreme Court for slow walking Trump’s immunity bid.

U.S. District Court Judge Tanya Chutkan, who presides over the case involving Trump’s alleged efforts to overturn the 2020 election, will set the timing for the trial. She’s previously promised to give Trump’s legal team about 90 days to prepare.

Chutkan rejected Trump’s immunity claim in December, ruling that the U.S. presidency “does not confer a lifelong ‘get-out-of-jail-free’ pass.”

What does this ruling mean for the presidency and possible future cases?

“Today’s decision tilts even more power toward the office of the presidency, whether the president is a Democrat or a Republican,” Vladeck said.

It also tilts power “away from Congress, which passes criminal statutes that presumably apply to the president, tilts that power away from courts, which are the ones that are supposedly holding presidents liable when they engage in wrongdoing,” Vladeck said.

Most importantly, Vladeck said, it tilts power away from the people, because the only option left for accountability for presidents becomes impeachment, “ a process that is weak enough on its own, and hard to imagine being especially effective in a late second term of a presidency.”

PBS News’ Kyle Midura reported for this story.

Joshua Barajas is a senior editor for the PBS NewsHour's Communities Initiative. He also the senior editor and manager of newsletters.

Erica R. Hendry is the managing editor for digital at PBS NewsHour.

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Breaking down Supreme Court decisions on Jan. 6 cases, homeless camps and agency power

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Human Subjects Office

Medical terms in lay language.

Please use these descriptions in place of medical jargon in consent documents, recruitment materials and other study documents. Note: These terms are not the only acceptable plain language alternatives for these vocabulary words.

This glossary of terms is derived from a list copyrighted by the University of Kentucky, Office of Research Integrity (1990).

For clinical research-specific definitions, see also the Clinical Research Glossary developed by the Multi-Regional Clinical Trials (MRCT) Center of Brigham and Women’s Hospital and Harvard  and the Clinical Data Interchange Standards Consortium (CDISC) .

Alternative Lay Language for Medical Terms for use in Informed Consent Documents

A   B   C   D   E   F   G   H   I  J  K   L   M   N   O   P   Q   R   S   T   U   V   W  X  Y  Z

ABDOMEN/ABDOMINAL body cavity below diaphragm that contains stomach, intestines, liver and other organs ABSORB take up fluids, take in ACIDOSIS condition when blood contains more acid than normal ACUITY clearness, keenness, esp. of vision and airways ACUTE new, recent, sudden, urgent ADENOPATHY swollen lymph nodes (glands) ADJUVANT helpful, assisting, aiding, supportive ADJUVANT TREATMENT added treatment (usually to a standard treatment) ANTIBIOTIC drug that kills bacteria and other germs ANTIMICROBIAL drug that kills bacteria and other germs ANTIRETROVIRAL drug that works against the growth of certain viruses ADVERSE EFFECT side effect, bad reaction, unwanted response ALLERGIC REACTION rash, hives, swelling, trouble breathing AMBULATE/AMBULATION/AMBULATORY walk, able to walk ANAPHYLAXIS serious, potentially life-threatening allergic reaction ANEMIA decreased red blood cells; low red cell blood count ANESTHETIC a drug or agent used to decrease the feeling of pain, or eliminate the feeling of pain by putting you to sleep ANGINA pain resulting from not enough blood flowing to the heart ANGINA PECTORIS pain resulting from not enough blood flowing to the heart ANOREXIA disorder in which person will not eat; lack of appetite ANTECUBITAL related to the inner side of the forearm ANTIBODY protein made in the body in response to foreign substance ANTICONVULSANT drug used to prevent seizures ANTILIPEMIC a drug that lowers fat levels in the blood ANTITUSSIVE a drug used to relieve coughing ARRHYTHMIA abnormal heartbeat; any change from the normal heartbeat ASPIRATION fluid entering the lungs, such as after vomiting ASSAY lab test ASSESS to learn about, measure, evaluate, look at ASTHMA lung disease associated with tightening of air passages, making breathing difficult ASYMPTOMATIC without symptoms AXILLA armpit

BENIGN not malignant, without serious consequences BID twice a day BINDING/BOUND carried by, to make stick together, transported BIOAVAILABILITY the extent to which a drug or other substance becomes available to the body BLOOD PROFILE series of blood tests BOLUS a large amount given all at once BONE MASS the amount of calcium and other minerals in a given amount of bone BRADYARRHYTHMIAS slow, irregular heartbeats BRADYCARDIA slow heartbeat BRONCHOSPASM breathing distress caused by narrowing of the airways

CARCINOGENIC cancer-causing CARCINOMA type of cancer CARDIAC related to the heart CARDIOVERSION return to normal heartbeat by electric shock CATHETER a tube for withdrawing or giving fluids CATHETER a tube placed near the spinal cord and used for anesthesia (indwelling epidural) during surgery CENTRAL NERVOUS SYSTEM (CNS) brain and spinal cord CEREBRAL TRAUMA damage to the brain CESSATION stopping CHD coronary heart disease CHEMOTHERAPY treatment of disease, usually cancer, by chemical agents CHRONIC continuing for a long time, ongoing CLINICAL pertaining to medical care CLINICAL TRIAL an experiment involving human subjects COMA unconscious state COMPLETE RESPONSE total disappearance of disease CONGENITAL present before birth CONJUNCTIVITIS redness and irritation of the thin membrane that covers the eye CONSOLIDATION PHASE treatment phase intended to make a remission permanent (follows induction phase) CONTROLLED TRIAL research study in which the experimental treatment or procedure is compared to a standard (control) treatment or procedure COOPERATIVE GROUP association of multiple institutions to perform clinical trials CORONARY related to the blood vessels that supply the heart, or to the heart itself CT SCAN (CAT) computerized series of x-rays (computerized tomography) CULTURE test for infection, or for organisms that could cause infection CUMULATIVE added together from the beginning CUTANEOUS relating to the skin CVA stroke (cerebrovascular accident)

DERMATOLOGIC pertaining to the skin DIASTOLIC lower number in a blood pressure reading DISTAL toward the end, away from the center of the body DIURETIC "water pill" or drug that causes increase in urination DOPPLER device using sound waves to diagnose or test DOUBLE BLIND study in which neither investigators nor subjects know what drug or treatment the subject is receiving DYSFUNCTION state of improper function DYSPLASIA abnormal cells

ECHOCARDIOGRAM sound wave test of the heart EDEMA excess fluid collecting in tissue EEG electric brain wave tracing (electroencephalogram) EFFICACY effectiveness ELECTROCARDIOGRAM electrical tracing of the heartbeat (ECG or EKG) ELECTROLYTE IMBALANCE an imbalance of minerals in the blood EMESIS vomiting EMPIRIC based on experience ENDOSCOPIC EXAMINATION viewing an  internal part of the body with a lighted tube  ENTERAL by way of the intestines EPIDURAL outside the spinal cord ERADICATE get rid of (such as disease) Page 2 of 7 EVALUATED, ASSESSED examined for a medical condition EXPEDITED REVIEW rapid review of a protocol by the IRB Chair without full committee approval, permitted with certain low-risk research studies EXTERNAL outside the body EXTRAVASATE to leak outside of a planned area, such as out of a blood vessel

FDA U.S. Food and Drug Administration, the branch of federal government that approves new drugs FIBROUS having many fibers, such as scar tissue FIBRILLATION irregular beat of the heart or other muscle

GENERAL ANESTHESIA pain prevention by giving drugs to cause loss of consciousness, as during surgery GESTATIONAL pertaining to pregnancy

HEMATOCRIT amount of red blood cells in the blood HEMATOMA a bruise, a black and blue mark HEMODYNAMIC MEASURING blood flow HEMOLYSIS breakdown in red blood cells HEPARIN LOCK needle placed in the arm with blood thinner to keep the blood from clotting HEPATOMA cancer or tumor of the liver HERITABLE DISEASE can be transmitted to one’s offspring, resulting in damage to future children HISTOPATHOLOGIC pertaining to the disease status of body tissues or cells HOLTER MONITOR a portable machine for recording heart beats HYPERCALCEMIA high blood calcium level HYPERKALEMIA high blood potassium level HYPERNATREMIA high blood sodium level HYPERTENSION high blood pressure HYPOCALCEMIA low blood calcium level HYPOKALEMIA low blood potassium level HYPONATREMIA low blood sodium level HYPOTENSION low blood pressure HYPOXEMIA a decrease of oxygen in the blood HYPOXIA a decrease of oxygen reaching body tissues HYSTERECTOMY surgical removal of the uterus, ovaries (female sex glands), or both uterus and ovaries

IATROGENIC caused by a physician or by treatment IDE investigational device exemption, the license to test an unapproved new medical device IDIOPATHIC of unknown cause IMMUNITY defense against, protection from IMMUNOGLOBIN a protein that makes antibodies IMMUNOSUPPRESSIVE drug which works against the body's immune (protective) response, often used in transplantation and diseases caused by immune system malfunction IMMUNOTHERAPY giving of drugs to help the body's immune (protective) system; usually used to destroy cancer cells IMPAIRED FUNCTION abnormal function IMPLANTED placed in the body IND investigational new drug, the license to test an unapproved new drug INDUCTION PHASE beginning phase or stage of a treatment INDURATION hardening INDWELLING remaining in a given location, such as a catheter INFARCT death of tissue due to lack of blood supply INFECTIOUS DISEASE transmitted from one person to the next INFLAMMATION swelling that is generally painful, red, and warm INFUSION slow injection of a substance into the body, usually into the blood by means of a catheter INGESTION eating; taking by mouth INTERFERON drug which acts against viruses; antiviral agent INTERMITTENT occurring (regularly or irregularly) between two time points; repeatedly stopping, then starting again INTERNAL within the body INTERIOR inside of the body INTRAMUSCULAR into the muscle; within the muscle INTRAPERITONEAL into the abdominal cavity INTRATHECAL into the spinal fluid INTRAVENOUS (IV) through the vein INTRAVESICAL in the bladder INTUBATE the placement of a tube into the airway INVASIVE PROCEDURE puncturing, opening, or cutting the skin INVESTIGATIONAL NEW DRUG (IND) a new drug that has not been approved by the FDA INVESTIGATIONAL METHOD a treatment method which has not been proven to be beneficial or has not been accepted as standard care ISCHEMIA decreased oxygen in a tissue (usually because of decreased blood flow)

LAPAROTOMY surgical procedure in which an incision is made in the abdominal wall to enable a doctor to look at the organs inside LESION wound or injury; a diseased patch of skin LETHARGY sleepiness, tiredness LEUKOPENIA low white blood cell count LIPID fat LIPID CONTENT fat content in the blood LIPID PROFILE (PANEL) fat and cholesterol levels in the blood LOCAL ANESTHESIA creation of insensitivity to pain in a small, local area of the body, usually by injection of numbing drugs LOCALIZED restricted to one area, limited to one area LUMEN the cavity of an organ or tube (e.g., blood vessel) LYMPHANGIOGRAPHY an x-ray of the lymph nodes or tissues after injecting dye into lymph vessels (e.g., in feet) LYMPHOCYTE a type of white blood cell important in immunity (protection) against infection LYMPHOMA a cancer of the lymph nodes (or tissues)

MALAISE a vague feeling of bodily discomfort, feeling badly MALFUNCTION condition in which something is not functioning properly MALIGNANCY cancer or other progressively enlarging and spreading tumor, usually fatal if not successfully treated MEDULLABLASTOMA a type of brain tumor MEGALOBLASTOSIS change in red blood cells METABOLIZE process of breaking down substances in the cells to obtain energy METASTASIS spread of cancer cells from one part of the body to another METRONIDAZOLE drug used to treat infections caused by parasites (invading organisms that take up living in the body) or other causes of anaerobic infection (not requiring oxygen to survive) MI myocardial infarction, heart attack MINIMAL slight MINIMIZE reduce as much as possible Page 4 of 7 MONITOR check on; keep track of; watch carefully MOBILITY ease of movement MORBIDITY undesired result or complication MORTALITY death MOTILITY the ability to move MRI magnetic resonance imaging, diagnostic pictures of the inside of the body, created using magnetic rather than x-ray energy MUCOSA, MUCOUS MEMBRANE moist lining of digestive, respiratory, reproductive, and urinary tracts MYALGIA muscle aches MYOCARDIAL pertaining to the heart muscle MYOCARDIAL INFARCTION heart attack

NASOGASTRIC TUBE placed in the nose, reaching to the stomach NCI the National Cancer Institute NECROSIS death of tissue NEOPLASIA/NEOPLASM tumor, may be benign or malignant NEUROBLASTOMA a cancer of nerve tissue NEUROLOGICAL pertaining to the nervous system NEUTROPENIA decrease in the main part of the white blood cells NIH the National Institutes of Health NONINVASIVE not breaking, cutting, or entering the skin NOSOCOMIAL acquired in the hospital

OCCLUSION closing; blockage; obstruction ONCOLOGY the study of tumors or cancer OPHTHALMIC pertaining to the eye OPTIMAL best, most favorable or desirable ORAL ADMINISTRATION by mouth ORTHOPEDIC pertaining to the bones OSTEOPETROSIS rare bone disorder characterized by dense bone OSTEOPOROSIS softening of the bones OVARIES female sex glands

PARENTERAL given by injection PATENCY condition of being open PATHOGENESIS development of a disease or unhealthy condition PERCUTANEOUS through the skin PERIPHERAL not central PER OS (PO) by mouth PHARMACOKINETICS the study of the way the body absorbs, distributes, and gets rid of a drug PHASE I first phase of study of a new drug in humans to determine action, safety, and proper dosing PHASE II second phase of study of a new drug in humans, intended to gather information about safety and effectiveness of the drug for certain uses PHASE III large-scale studies to confirm and expand information on safety and effectiveness of new drug for certain uses, and to study common side effects PHASE IV studies done after the drug is approved by the FDA, especially to compare it to standard care or to try it for new uses PHLEBITIS irritation or inflammation of the vein PLACEBO an inactive substance; a pill/liquid that contains no medicine PLACEBO EFFECT improvement seen with giving subjects a placebo, though it contains no active drug/treatment PLATELETS small particles in the blood that help with clotting POTENTIAL possible POTENTIATE increase or multiply the effect of a drug or toxin (poison) by giving another drug or toxin at the same time (sometimes an unintentional result) POTENTIATOR an agent that helps another agent work better PRENATAL before birth PROPHYLAXIS a drug given to prevent disease or infection PER OS (PO) by mouth PRN as needed PROGNOSIS outlook, probable outcomes PRONE lying on the stomach PROSPECTIVE STUDY following patients forward in time PROSTHESIS artificial part, most often limbs, such as arms or legs PROTOCOL plan of study PROXIMAL closer to the center of the body, away from the end PULMONARY pertaining to the lungs

QD every day; daily QID four times a day

RADIATION THERAPY x-ray or cobalt treatment RANDOM by chance (like the flip of a coin) RANDOMIZATION chance selection RBC red blood cell RECOMBINANT formation of new combinations of genes RECONSTITUTION putting back together the original parts or elements RECUR happen again REFRACTORY not responding to treatment REGENERATION re-growth of a structure or of lost tissue REGIMEN pattern of giving treatment RELAPSE the return of a disease REMISSION disappearance of evidence of cancer or other disease RENAL pertaining to the kidneys REPLICABLE possible to duplicate RESECT remove or cut out surgically RETROSPECTIVE STUDY looking back over past experience

SARCOMA a type of cancer SEDATIVE a drug to calm or make less anxious SEMINOMA a type of testicular cancer (found in the male sex glands) SEQUENTIALLY in a row, in order SOMNOLENCE sleepiness SPIROMETER an instrument to measure the amount of air taken into and exhaled from the lungs STAGING an evaluation of the extent of the disease STANDARD OF CARE a treatment plan that the majority of the medical community would accept as appropriate STENOSIS narrowing of a duct, tube, or one of the blood vessels in the heart STOMATITIS mouth sores, inflammation of the mouth STRATIFY arrange in groups for analysis of results (e.g., stratify by age, sex, etc.) STUPOR stunned state in which it is difficult to get a response or the attention of the subject SUBCLAVIAN under the collarbone SUBCUTANEOUS under the skin SUPINE lying on the back SUPPORTIVE CARE general medical care aimed at symptoms, not intended to improve or cure underlying disease SYMPTOMATIC having symptoms SYNDROME a condition characterized by a set of symptoms SYSTOLIC top number in blood pressure; pressure during active contraction of the heart

TERATOGENIC capable of causing malformations in a fetus (developing baby still inside the mother’s body) TESTES/TESTICLES male sex glands THROMBOSIS clotting THROMBUS blood clot TID three times a day TITRATION a method for deciding on the strength of a drug or solution; gradually increasing the dose T-LYMPHOCYTES type of white blood cells TOPICAL on the surface TOPICAL ANESTHETIC applied to a certain area of the skin and reducing pain only in the area to which applied TOXICITY side effects or undesirable effects of a drug or treatment TRANSDERMAL through the skin TRANSIENTLY temporarily TRAUMA injury; wound TREADMILL walking machine used to test heart function

UPTAKE absorbing and taking in of a substance by living tissue

VALVULOPLASTY plastic repair of a valve, especially a heart valve VARICES enlarged veins VASOSPASM narrowing of the blood vessels VECTOR a carrier that can transmit disease-causing microorganisms (germs and viruses) VENIPUNCTURE needle stick, blood draw, entering the skin with a needle VERTICAL TRANSMISSION spread of disease

WBC white blood cell

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  • Published: 01 July 2024

Resolution in super-resolution microscopy — definition, trade-offs and perspectives

  • Kirti Prakash   ORCID: orcid.org/0000-0002-0325-9988 1 , 2 ,
  • David Baddeley 3 ,
  • Christian Eggeling 4 , 5 ,
  • Reto Fiolka 6 ,
  • Rainer Heintzmann 5 , 7 ,
  • Suliana Manley   ORCID: orcid.org/0000-0002-4755-4778 8 ,
  • Aleksandra Radenovic   ORCID: orcid.org/0000-0001-8194-2785 9 ,
  • Carlas Smith 10 ,
  • Hari Shroff 11 &
  • Lothar Schermelleh   ORCID: orcid.org/0000-0002-1612-9699 12  

Nature Reviews Molecular Cell Biology ( 2024 ) Cite this article

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  • Single-molecule biophysics
  • Super-resolution microscopy

Super-resolution microscopy (SRM) is gaining popularity in biosciences; however, claims about optical resolution are contested and often misleading. In this Viewpoint, experts share their views on resolution and common trade-offs, such as labelling and post-processing, aiming to clarify them for biologists and facilitate deeper understanding and best use of SRM.

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Author information

Authors and affiliations.

Division of Molecular Pathology, The Institute of Cancer Research, London, UK

Kirti Prakash

The Royal Marsden NHS Foundation Trust, London, UK

Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand

David Baddeley

Institute of Applied Optics and Biophysics and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Jena, Germany

Christian Eggeling

Leibniz Institute of Photonic Technology, Jena, Germany

Christian Eggeling & Rainer Heintzmann

Lyda Hill Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX, USA

Reto Fiolka

Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Jena, Germany

Rainer Heintzmann

Laboratory of Experimental Biophysics, School of Basic Sciences, Institute of Physics, Interfaculty Institute of Bioengineering, EPFL SB-LEB, Lausanne, Switzerland

Suliana Manley

Laboratory of Nanoscale Biology, School of Engineering, Institute of Bioengineering, EPFL STI IBI-STI LBEN, Lausanne, Switzerland

Aleksandra Radenovic

Delft Center for Systems and Control, Faculty of Mechanical, Maritime, and Materials Engineering, Technische Universiteit Delft, Delft, The Netherlands

Carlas Smith

Janelia Research Campus, Howard Hughes Medical Institute (HHMI), Ashburn, VA, USA

Hari Shroff

Department of Biochemistry, University of Oxford, Oxford, UK

Lothar Schermelleh

You can also search for this author in PubMed   Google Scholar

Contributions

Kirti Prakash has degrees in computer science and biology. His expertise lies in single-molecule super-resolution microscopy, mathematical modelling and machine learning. He is dedicated to developing pioneering tools for advanced microscopy, with a research focus on epigenetics and chromatin structure.

David Baddeley is trained as a physicist and started working on super-resolution imaging problems in his doctorate. He has expertise in a range of methodologies including SMLM and a particular interest in the quantitative analysis of super-resolution data.

Christian Eggeling holds a degree in physics and, after gaining industry experience in single-molecule microscopy, joined the super-resolution microscopy group of Stefan Hell. He now leads an independent group advancing super-resolution microscopy and spectroscopy, focusing on molecular diffusion dynamics studies of cell membranes. He also manages a microscope facility.

Reto Fiolka , originally trained as a mechanical engineer in computational fluid dynamics, switched focus to optical microscopy during his doctorate. His laboratory is dedicated to developing new imaging techniques for biomedical research to be applied in 3D environments, ex vivo and in vivo, offering improved spatiotemporal resolution and multi-scale capabilities.

Rainer Heintzmann studied physics and computer science and develops super-resolution fluorescence microscopy methods such as linear and nonlinear structured illumination, pointillism and image inversion interferometry. He has a strong interest in computational optics and inverse problems such as deconvolution and in extracting multidimensional information from biological structures.

Suliana Manley studied physics and mathematics and became fascinated by complex biological systems. Her group studies the biophysical principles of organelle structure and dynamics and develops smart, automated and multi-modal microscopy methods. Their work is enriched by interplay between fundamental discovery and microscopy development.

Aleksandra Radenovic studied physics and is an expert in single-molecule biophysics and nanofluidics. Her research focuses on developing biosensors and optical imaging techniques for observing individual molecules and complexes, enhancing our understanding of their behaviour in various environments.

Carlas Smith studied aerospace engineering and applied physics. He now leads a group focusing on developing advanced computational microscopy techniques and the combination of opto-mechatronics and information processing algorithms, particularly for super-resolution imaging.

Hari Shroff has degrees in bioengineering and biophysics and entered the microscopy field as a postdoctoral researcher working on super-resolution imaging. He now leads a group focused on developing new optical and computational methods that offer the ability to interrogate biological structure and function across diverse spatiotemporal scales.

Lothar Schermelleh is a trained cell biologist who has specialized in the biological application of super-resolution structured illumination microscopy. His research focuses on studying chromatin organization and functional nuclear architecture. To this end, his group developed fluorescent labelling protocols and software tools for image data quality control.

Corresponding authors

Correspondence to Kirti Prakash , David Baddeley , Christian Eggeling , Reto Fiolka , Rainer Heintzmann , Suliana Manley , Aleksandra Radenovic , Carlas Smith , Hari Shroff or Lothar Schermelleh .

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Prakash, K., Baddeley, D., Eggeling, C. et al. Resolution in super-resolution microscopy — definition, trade-offs and perspectives. Nat Rev Mol Cell Biol (2024). https://doi.org/10.1038/s41580-024-00755-7

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