Paraphrasing Tool

Enhance text clarity and understanding using an AI-driven paraphrasing tool. Perfect for students and professionals, this tool rewrites, edits, and adjusts tone for improved comprehension.

Rephrase sentences, paragraphs, essays, and articles effortlessly with our powerful paraphraser. Prevent plagiarism in blogs, research papers, and more using cutting-edge technology

It works effectively to rewrite the content in a way that removes plagiarism , maintains readability, and makes the content considerably more appealing.

Leverage any of its four paraphrasing modes to rewrite the content as required. It enables you to rewrite the content using the standard, fluency, creative, or smarter paraphrasing modes, each of which resonates with a distinct writing style.

Using groundbreaking AI technology , our paraphrasing tool lets you rewrite the content with the utmost accuracy. It neither changes the context nor compromises the content quality. No matter which type of content you are working on, you can run it through our paraphrasing tool and perfect it by all means.

The users including writers, bloggers, researchers, students, and any layperson can get the best out of our online plagiarism remover for free. It facilitates quick paraphrasing of 1000 words in one attempt.

MAKE YOUR CONTENT UNIQUE, ENGAGING, AND EASY TO READ

Use Paraphrasing.io to rewrite your content in original and improved wording that stands out from the rest. Change the choice of words and the way words are combined to construct sentences, achieving uniqueness and creativity in writing. Rewrite your content to ensure that it is free from potential writing errors and perfectly crafted to meet the target audience's needs.

Remove the Plagiarism

Eliminate duplicate phrases, clauses, and sentences to make the content unique

Improve Content Quality

Correct grammar, punctuation, spelling, and diction errors to enhance the readability score

Modify Writing Style

Modify the choice of words to change the tone and rewrite the content in different writing styles

Paraphrasing.io, the best sentence rephraser, thoroughly analyzes the given content to understand the context and then rewrite it with an intention to:

User-friendly Interface

Anyone can easily find, access, and use this tool to paraphrase the content from a beginner to an expert.

Improved Functionality

This tool uses advanced AI algorithms to ensure that the content is paraphrased without errors and delays.

Error-Free Results

This paraphrasing tool skillfully rewrites the content as it works effectively in terms of accuracy and efficiency.

Multiple Rewriting Modes

Four different rewriting modes are available, which lets you change the tone and style of the writing without changing the context.

Multi Languages Support

There are 15 different languages available, any of which you can choose to rewrite the content as required.

Safety and Privacy

The content is paraphrased with absolute precision and automatically removed from the tool's database upon reloading.

Free Unlimited Access

Users worldwide can access and use this paraphrasing tool without any premium fee and limit.

Optimize the Content

Maintain readability, uniqueness, and creativity in content to make it search-engine-friendly.

How paraphrase online can enhance your writing?

Whoever creates content is well aware of the fact that uniqueness has great importance in writing. This is because duplicate content is not accepted anywhere. Even if a few phrases or sentences are similar to previously published content, it is considered plagiarism. To paraphrase online, you can easily remove plagiarism from the content.

Must be unique words

The content must be created using unique words, whether for the web or any academic assignment. Anyhow, it isn’t easy to write unique content. It is error-prone and time-consuming.

Readability and creativity

Take into account some more essential factors in writing: readability and creativity. The words you choose and how you combine them must be easy-to-read and creative enough to hook and engage the readers. Unfortunately, there can be various writing errors, such as misused and misspelled words in your writing. These writing issues can ruin your content quality, leaving no chance for a high ranking or score.

Unique and appealing

The students, researchers, and content writers can use an online paraphrasing tool to rewrite any content and make it 100% unique and appealing. The online rephrase tool uses advanced “artificial intelligence” algorithms to rewrite a piece of content to make it free from plagiarism and writing errors.

Multiple rewriting modes

For instance, you can use our word paraphraser then. It will take only a second to provide you with a unique and improved version of your content. There are multiple rewriting modes available, any of which you can leverage to change your content's writing style and make it much more captivating for the target audience.

How does our free paraphrasing tool work?

Our free online rephrasing tool is based on artificial intelligence algorithms that help in attaining uniqueness in less time with accuracy. Paraphrasing.io is considered as an AI-based free rewording tool that makes content unique by replacing the words with synonyms while keeping the content quality high. Editpad contributed to the development of this great paraphrasing tool.

Who can provide excellent services ?

There are so many online paraphrase companies that offer help with many writing types of assignments and a host of others that it can be hard to know which to choose. documents, texts, articles - when it comes to paraphrase this, you need a professional such as we have that offers to refresh the given paper using a vast amount of experience in their fields of expertise.

Software and inexperienced writers will paraphrase text and swap individual terms for their synonyms. Not only is that likely to still be seen content piracy as the structure and order of wordings as are still the same but it will often not maintain the original meaning and will often use phrases that are out of context and will make the text meaningless as best.

Why should you consider paraphrasing.io ?

This paraphrasing tool provides various reasons and features by which we can easily differentiate this tool from any other online rephrase tool.

The reasons why you need to choose this sentence rephraser are listed below.

How to use Paraphrase Tool?

To use best paraphrasing tool follow the 4 simple steps given below:

  • You can choose from 15 different languages: en id da de es fr it pl pt ro sv vi cs ru th ja ko
  • Paste/write it into the text box or upload file in txt, doc, and docx format
  • Modes `Regular`, `Formal`, `Creative`, and `Academic` to modify concerning.
  • Click "Start Paraphrasing" button to rephrase and get an error-free, unique version of the content

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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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  • 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.

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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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Cite this Entry

“Paraphrase.” Merriam-Webster.com Dictionary , Merriam-Webster, https://www.merriam-webster.com/dictionary/paraphrase. Accessed 25 Apr. 2024.

Kids Definition

Kids definition of paraphrase.

Kids Definition of paraphrase  (Entry 2 of 2)

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Nglish: Translation of paraphrase for Spanish Speakers

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Britannica.com: Encyclopedia article about paraphrase

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Meaning of paraphrasing in English

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  • din something into someone
  • drum something into someone
  • flog yourself to death idiom
  • repetitively
  • restatement

Examples of paraphrasing

In English, many past and present participles of verbs can be used as adjectives. Some of these examples may show the adjective use.

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relating to the scientific study of animals, especially their structure

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Computer Science > Computation and Language

Title: parafusion: a large-scale llm-driven english paraphrase dataset infused with high-quality lexical and syntactic diversity.

Abstract: Paraphrase generation is a pivotal task in natural language processing (NLP). Existing datasets in the domain lack syntactic and lexical diversity, resulting in paraphrases that closely resemble the source sentences. Moreover, these datasets often contain hate speech and noise, and may unintentionally include non-English language sentences. This research introduces ParaFusion, a large-scale, high-quality English paraphrase dataset developed using Large Language Models (LLM) to address these challenges. ParaFusion augments existing datasets with high-quality data, significantly enhancing both lexical and syntactic diversity while maintaining close semantic similarity. It also mitigates the presence of hate speech and reduces noise, ensuring a cleaner and more focused English dataset. Results show that ParaFusion offers at least a 25% improvement in both syntactic and lexical diversity, measured across several metrics for each data source. The paper also aims to set a gold standard for paraphrase evaluation as it contains one of the most comprehensive evaluation strategies to date. The results underscore the potential of ParaFusion as a valuable resource for improving NLP applications.

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    Example 6. 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 ...

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  15. Paraphrase: Definition and Examples

    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 ...

  16. Paraphrase: Definition and Useful Examples of Paraphrasing in English

    Paraphrasing gives you the chance to expand your own knowledge by explaining something in your own words. Often times, we learn better when we are absorbing information and paraphrasing is an excellent chance to do that. Paraphrasing is much more flexible than simply quoting the words of someone else. When you paraphrase a piece of text, you ...

  17. Paraphrase Definition & Meaning

    paraphrase: [noun] a restatement of a text, passage, or work giving the meaning in another form.

  18. PARAPHRASE

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  22. [2404.12010] ParaFusion: A Large-Scale LLM-Driven English Paraphrase

    Paraphrase generation is a pivotal task in natural language processing (NLP). Existing datasets in the domain lack syntactic and lexical diversity, resulting in paraphrases that closely resemble the source sentences. Moreover, these datasets often contain hate speech and noise, and may unintentionally include non-English language sentences. This research introduces ParaFusion, a large-scale ...