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Research Paper Summarizer

Ai-powered tool for summarizing research papers.

• Quickly understand a research paper: Get a concise summary of a research paper without having to read the entire document.
• Prepare for a presentation or discussion: Understand the key points of a research paper to confidently present or discuss it.
• Write a literature review: Get summaries of multiple research papers to easily compare and contrast their findings.
• Stay updated on the latest research: Quickly understand the latest research in your field without having to read every paper in detail.

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TLDR This helps you summarize any piece of text into concise, easy to digest content so you can free yourself from information overload.

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In the sheer amount of information that bombards Internet users from all sides, hardly anyone wants to devote their valuable time to reading long texts. TLDR This's clever AI analyzes any piece of text and summarizes it automatically, in a way that makes it easy for you to read, understand and act on.

Article Metadata Extraction

TLDR This, the online article summarizer tool, not only condenses lengthy articles into shorter, digestible content, but it also automatically extracts essential metadata such as author and date information, related images, and the title. Additionally, it estimates the reading time for news articles and blog posts, ensuring you have all the necessary information consolidated in one place for efficient reading.

• Automated author-date extraction
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• Instant reading time estimation

Distraction and ad-free reading

As an efficient article summarizer tool, TLDR This meticulously eliminates ads, popups, graphics, and other online distractions, providing you with a clean, uncluttered reading experience. Moreover, it enhances your focus and comprehension by presenting the essential content in a concise and straightforward manner, thus transforming the way you consume information online.

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TLDR This smartly selects the most relevant points from a text, filtering out weak arguments and baseless speculation. It allows for quick comprehension of the essence, without needing to sift through all paragraphs. By focusing on core substance and disregarding fluff, it enhances efficiency in consuming information, freeing more time for valuable content.

• Filters weak arguments and speculation
• Highlights most relevant points
• Saves time by eliminating fluff

Who is TLDR This for?

TLDR This is a summarizing tool designed for students, writers, teachers, institutions, journalists, and any internet user who needs to quickly understand the essence of lengthy content.

Anyone with access to the Internet

TLDR This is for anyone who just needs to get the gist of a long article. You can read this summary, then go read the original article if you want to.

TLDR This is for students studying for exams, who are overwhelmed by information overload. This tool will help them summarize information into a concise, easy to digest piece of text.

TLDR This is for anyone who writes frequently, and wants to quickly summarize their articles for easier writing and easier reading.

TLDR This is for teachers who want to summarize a long document or chapter for their students.

Institutions

TLDR This is for corporations and institutions who want to condense a piece of content into a summary that is easy to digest for their employees/students.

Journalists

TLDR This is for journalists who need to summarize a long article for their newspaper or magazine.

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We use state-of-the-art technology to summarize any text. Our core AI is based on the ChatGPT algorythm. ChatGPT uses a technique called extractive summarization to summarize text. Extractive summarization involves identifying and selecting the most important and relevant sentences or phrases from the original text and assembling them to create a summary. This is done by analyzing the text and determining the key concepts, entities and the relationships between them, then using this information to rank and select the most informative sentences. This technique is based on machine learning models such as transformer based models like GPT-2, GPT-3, etc. which are trained on large amounts of text data and are able to understand the meaning and context of the text. This enables the model to identify the most important and relevant information and generate a summary that accurately represents the main ideas and key points of the original text. ‍ We aren't just a summary tool, we use the latest AI models to make sure the summary is not just a shorter version of the text, but an actual summarization of the text with its more important and key takeaways.

Absolutely! Our tool is available for anyone to use, free of charge. With the free version, you may be limited in the amount of text you can input at once. If you require more flexibility and advanced features, we offer a premium subscription option. This will give you the ability to input longer text, access additional formats, and customize the summary length to suit your needs

At our company, we are committed to conducting our business with the highest level of integrity and ethical standards. We understand that trust is a fundamental element of any relationship, and we take great care to earn and maintain the trust of our customers. We are dedicated to providing the best service and the most advanced features to meet your needs. We are constantly working to improve our tool and stay ahead of the latest trends and technologies to ensure that our customers have the most effective and efficient solution available.

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Our free tool allows you to easily upload and condense texts of up to 3000 words, which is roughly equivalent to four standard pages. The resulting summary will be a concise 200-300-word summary, or roughly half a page. Upgrade to a premium account to enjoy even more flexibility, such as the ability to upload longer texts and customize your summary length to your exact needs.

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Best Summarizing Tool for Academic Texts

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⚙️ 11 Best Summarizing Tools

• 🤔 How to Summarize an Article without Plagiarizing?
• 📝 How to Proofread Your Summary?

⭐ Best Summarizing Tool: the Benefits

🔗 references, ✅ 11 best summary generators to consider.

We’re here to offer the whole list of text summarizers in this article. Every tool has a strong algorithm so you won’t have to proofread a lot in order to make the summary look hand-written. The usage of such websites can be productive for your studying as long as you can focus on more important tasks and leave this routine work to online tools.

In this blog post, you’ll also find tips on successful summarizing and proofreading. These are basic skills that you will need for many assignments. To summarize text better, you’ll need to read it critically, spot the main idea, underline the essential points, and so on. As for proofreading, this skill is useful not only to students but also to professional writers.

To summarize a text, a paragraph or even an essay, you can find a lot of tools online. Here we’ll list some of these, including those that allow choose the percent of similarity and define the length of the text you’ll get.

If you’re asked to summarize some article or paragraph in your own words, one of these summary makers can become significant for getting fast results. Their user-friendly design and accurate algorithms play an important role in the summary development.

1. Summarize Bot

Summarize Bot is an easy-to-use and ad-free software for fast and accurate summary creation in our list. With its help, you can save your time for research by compressing texts. The summary maker shows the reading time, which it saves for you, and other useful statistics. To summarize any text, you should only send the message in Facebook or add the bot to Slack. The app works with various file types: including PDF, mp3, DOC, TXT, jpg, etc., and supports almost every language.

The only drawback is the absence of web version. If you don’t have a Facebook account and don’t want to install Slack, you won’t be able to enjoy this app’s features.

SMMRY has everything you need for a perfect summary—easy to use design, lots of features, and advanced settings (URL usage). If you look for a web service that changes the wording, this one would never disappoint you.

SMMRY allows you to summarize the text not only by copy-pasting but also with the file uploading or URL inserting. The last one is especially interesting. With this option, you don’t have to edit an article in any way. Just put the URL into the field and get the result. The tool is ad-free and doesn’t require registration.

Jasper is an AI-powered summary generator. It creates unique, plagiarism-free summaries, so it’s a perfect option for those who don’t want to change the wording on their own.

When using this tool, you can summarize a text of up to 12,000 characters (roughly 2,000-3,000 words) in more than 30 languages. Although Jasper doesn’t have a free plan, it offers a 7-day free trial to let you see whether this tool meets your needs.

4. Quillbot

Quillbot offers many tools for students and writers, and summarizer is one of them. With this tool, you can customize your summary length and choose between two modes: paragraph and key sentences. The former presents a summary as a coherent paragraph, while the latter gives you key ideas of the text in the form of bullet points.

What is great about Quillbot is that you can use it for free. However, there’s a limitation: you can only summarize a text of up to 1,200 words on a free plan. A premium plan extends this limit to 6,000 words. In addition, you don’t need to register to use Quillbot summarizer; just input your text and get the result.

5. TLDR This

TLDR This is a summary generator that can help you quickly summarize long text. You can paste your paper directly into the tool or provide it with a URL of the article you want to shorten.

With a free plan, you have unlimited attempts to summarize texts in the form of key sentences. TLDR This also provides advanced AI summaries, but you have only 10 of these on a free plan. To get more of them, you have to go premium, which starts at $4 per month.

HIX.AI summarizer is an AI-powered tool that can help you summarize texts of up to 10,000 characters. If you use Google Chrome or Microsoft Edge, HIX.AI has a convenient extension for you.

You can use the tool for free to check 1,000 words per week. Along with this, you get access to over 120 other AI-powered tools to help you with your writing tasks. These include essay checker, essay rewriter, essay topic generator, and many others. With a premium plan, which starts at $19.99 a month billed yearly, you also get access to GPT-4 and other advanced features.

7. Scholarcy

Scholarcy is one of the best tools for summarizing academic articles. It presents summaries in the form of flashcards, which can be downloaded as Word, PowerPoint, or Markdown files.

This tool has some outstanding features for students and researchers. For example, it creates a referenced summary, which makes it easier for you to cite the information correctly in your paper. In addition, it can find the references from the summarized article and provide you with open-access links to them. The tool can also extract tables and figures from the text and let you download them as Excel files.

Unregistered users can summarize one article per day. With a free registered account, you can make 3 summary flashcards a day. Moreover, Scholarcy offers free Chrome, Edge, and Firefox extensions that allow you to summarize short and medium-sized articles.

Frase is an AI-powered summary generator that is available for free. The tool can summarize texts of up to 600-700 words. Therefore, it’s good if you want to, say, summarize the main points of your short essay or blog post to write a conclusion. However, if you need summaries of long research articles, you should choose another option.

This summary generator allows you to adjust the level of creativity, meaning that you can generate original, plagiarism-free summaries. Frase also has lots of extra features for SEO and project management, which makes it a good option for website content creators.

9. Resoomer

Resoomer is another paraphrasing and summarizing tool that works with several languages. You’re free to use the app in English, French, German, Italian, and Spanish.

This online tool may be considered as one of the best text summarizers in IvyPanda ranking, because it allows performing many custom settings. For example, you can click to Manual and set the size of the summary (in percent or words). You can also set the number of keywords for the tool to focus on.

Among its drawbacks, we would mention that the software works only with argumentative texts and won’t reword other types correctly. Also, free version contains lots of ads and does not allow its users to import files. The premium subscription costs 4.90€ per month or 39.90€/year.

10. Summarizer

Summarizer is another good way to summarize any article you read online. This simple Chrome extension will provide you with a summary within a couple of clicks. Install the add-on, open the article or select the piece of text you want to summarize and click the button “Summarize”.

The software processes various texts in your browser, including long PDF articles. The result of summarizing has only 7% of the original article. This app is great for all who don’t want to read long publications. However, it doesn’t allow you to import file or download the result.

11. Summary Generator

The last article and essay Summary Generator in our list which can be helpful for your experience in college or university. This is free open software everyone can use.

The tool has only two buttons—one to summarize the document and the other to clear the field. With this software, you’ll get a brief summary based on your text. You don’t have to register there to get your document shortened.

Speaking about drawbacks of the website, we would mention too many ads and no options to summarize a URL or document, set up the length of the result and export it to the popular file types.

These were the best online summarizing tools to deal with the task effectively. We hope some of them became your favorite summarizers, and you’ll use them often in the future.

Not sure if a summarizer will work for your paper? Check out this short tutorial on how the text summarizing tool can come in handy for essay writing.

🤔 Techniques & Tools to Summarize without Plagiarizing

Of course, there are times when you can’t depend on online tools. For example, you may be restricted to use them in a class or maybe you have to highlight some specific paragraphs and customizing the tool’s settings would take more time and efforts than summary writing itself.

In this chapter, you’ll learn to summarize a long article, essay, research paper, report, or a book chapter with the help of helpful tips, a logical approach, and a little bit of creativity.

Here are some methods to let you create a fantastic summary.

• Know your goal. To choose the right route to your goal, you need to understand it perfectly. Why should you summarize the text? What is its style: scientific or publicistic? Who is the author? Where was the article published? There are many significant questions that can help to adapt your text better. Develop a short interview to use during the summary writing. Include all the important information on where you need to post the text and for what purpose.
• Thorough reading. To systemize your thoughts about the text, it’s significant to investigate it in detail. Read the text two or more times to grasp the basic ideas of the article and understand its goals and motives. Give yourself all the time you need to process the text. Often we need a couple of hours to extract the right results from the study or learn to paraphrase the text properly.
• Highlight the main idea. When writing a summary, you bear a responsibility for the author. Not only you have to extract the significant idea of the text but to paraphrase it correctly. It’s important not to misrepresent any of the author’s conclusions in your summary. That’s why you should find the main idea and make sure, you can paraphrase it without a loss of meaning. If possible, read a couple of professional reviews of a targeted book chapter or article. It can help you to analyze the text better.
• Mark the arguments. The process of summarizing is always easier if you have a marker to highlight important details in the text. If you don’t have a printed text, there’s always Microsoft Word to use a highlight tool on the paper. Try to mark all arguments, statistics, and facts in the text to represent them in your summary. This information will turn into key elements of the summary you’ll create, so keep attention on what you highlight exactly.
• Take care of plagiarism. Before you start writing, learn what percent of originality should you aim at. Various projects have different requirements. And they determine how many efforts you should put into writing to get a perfect summary your teacher will like. Depending on the percent of originality, build a plan for your short text. Allow yourself copy as much information as allowed to save your time.
• Build a structure. With the help of key elements, which you’ve highlighted in the text, it’s possible to create a powerful structure including all the interesting facts and arguments. Develop an outline according to a basic structure – introduction, body, and conclusion. Even if your summary is extremely short, the main idea should sound in both the first and last sentences.
• Write a draft. If you’re not a professional writer, it can be extremely difficult to develop a text with the correct word count on the first try. We advise you to develop a general text firstly – include all the information without controlling the number of sentences.
• Cut out the unnecessary parts. On this step, you should edit the draft and eliminate the unnecessary parts. Keep in mind, the number of sentences your summary must contain. Make sure the main point is fully represented in the text. You can cut out any sentence except those concluding the significant arguments.
• Wordiness – you should delete unnecessary words, which make it difficult to understand the text
• Common mistakes – mistakes made in academic papers are basically the same, so it’s helpful to have an article like this one when you’re proofreading
• Appropriate terminology – for each topic, there’s a list of the terminology you can use
• Facts and statistics – you can accidently write a wrong year or percent, make sure to avoid these mistakes
• Quotes – every quote should be written correctly and have a link to its source.

📝 How to Proofread the Summarized Text?

Now, when you know how to summarize an article, it’s time to edit your text whether it’s your own writing or a summary generator’s results.

In this chapter, you’ll see the basic ways to proofread any type of text: academic paper (essay, research paper, etc.), article, letter, book’s chapter, and so on.

• Proofread your summary. Are there times when you can’t remember an appropriate synonym? Then you should use Thesaurus and analogous services from time to time. They can expand your vocabulary a lot and help to find the right words even in the most challenging situations.
• Pay attention to easily confused words. It’s especially significant if you edit a nonfiction text – there’s a number of words people often confuse without even realizing. English Oxford Living Dictionaries have a list of these word pairs so you won’t miss any.
• Proofread one type of mistakes at a time. To edit a paper properly don’t split your attention to grammar and punctuation—this way you can miss dozens of mistakes. To get more accurate results, read the first time to edit the style, the second to eliminate grammar mistakes, and the third to proofread punctuation. Take as many times as you need to concentrate on each type.
• Take a rest from your paper. If you use an online summarizing tool, you can skip this step. But if you’ve been writing a paper for several hours and now trying to edit it without taking a break, it may be a bad idea. Why? Because without a fresh pair of eyes there’s a great possibility not to spot even obvious mistakes. Give yourself some time to slightly forget the text—go for a walk or call a friend, and then return to work as a new person.
• Hire a proofreader. If you need to get perfect results, think about hiring a professional. Skills and qualification, which they have, guarantee a perfect text without any mistakes or style issues. Once you find a proofreader, you can optimize your work perfectly. Search for specialists on freelance websites like UpWork — it’s comfortable and safe to use. Of course, there’s one flaw you should think about—hiring a pro is expensive. So, everyone should decide on their own whether they need to spend this money or not.
• Switch your paper with a friend. If you can’t afford a professional editor, there’s a less expensive option—ask a friend to look through your paper and proofread theirs in return. Make sure, you both make manual editing, not just check it with Microsoft Office or analogous software. Although there are great grammar tools, they still can’t spot many mistakes obvious to a human.
• Use grammar checking tools. We recommend you not to depend on multiple grammar tools. But the assistance it can offer is irreplaceable. Start your proofreading by scanning your text with Grammarly or an analogous tool. The service detects many types of errors including confusing words’ pairs, punctuation, misspellings, wordiness, incorrect word order, unfinished sentences, and so on. Of course, you should never correct the mistakes without thinking on every specific issue. Tools not only miss a lot of mistakes but they also can be wrong about your errors.
• Read aloud. It’s amazing how different the written text can sound when read aloud. If you practice this proofreading method, you know that many mistakes can be spotted if you actually pronounce the text. Why does it happen? People understand information better if they perceive it with the help of different senses. You can use this trick even in learning— memorize the materials with the help of reading, listening, and speaking.

These tips are developed to help students proofread their papers easily. We hope this chapter and the post itself create a helpful guide on how to summarize an article.

Here you found the best summarizing tools, which are accessible online and completely free, and learned to summarize various texts and articles on your own.

Updated: Dec 19th, 2023

• Summarizing: Academic Integrity at MIT
• 4 of the Best Online Summarizer Tools to Shorten Text: maketecheasier
• Summarizing: University of Toronto
• 5 Easy Summarizing Strategies for Students: ThoughtCo.
• Summarizing: Texas A&M University Writing Center
• Comparative Study of Text Summarization Methods: Semantic Scholar
• How to Write a Summary: UTEP
• How to Write a Summary: UW
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This page is for anyone interested in creating a summary for an essay or any other written work. It lists the best online summarizing tools and gives advice on how to summarize an article well. Finally, you'll find tips on how to properly proofread your summary.

• 5 Best AI Research Paper Summarizers (May 2024)

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Table Of Contents

In the fast-paced world of academic research, keeping up with the ever-growing body of literature can be a daunting task. Researchers and students often find themselves inundated with lengthy research papers, making it challenging to quickly grasp the core ideas and insights. AI-powered research paper summarizers have emerged as powerful tools, leveraging advanced algorithms to condense lengthy documents into concise and readable summaries.

In this article, we will explore the top AI research paper summarizers, each designed to streamline the process of understanding and synthesizing academic literature:

1. Tenorshare AI PDF Tool

Tenorshare AI PDF Tool is a cutting-edge solution that harnesses the power of artificial intelligence to simplify the process of summarizing research papers. With its user-friendly interface and advanced AI algorithms, this tool quickly analyzes and condenses lengthy papers into concise, readable summaries, allowing researchers to grasp the core ideas without having to read the entire document.

One of the standout features of Tenorshare AI PDF Tool is its interactive chat interface, powered by ChatGPT. This innovative functionality enables users to ask questions and retrieve specific information from the PDF document, making it easier to navigate and understand complex research papers. The tool also efficiently extracts critical sections and information, such as the abstract, methodology, results, and conclusions, streamlining the reading process and helping users focus on the most relevant parts of the document.

Key features of Tenorshare AI PDF Tool:

• AI-driven summarization that quickly condenses lengthy research papers
• Interactive chat interface powered by ChatGPT for retrieving specific information
• Automatic extraction of critical sections and information from the paper
• Batch processing capabilities for handling multiple PDF files simultaneously
• Secure and private, with SSL encryption and the option to delete uploaded files

Elicit is an AI-powered research assistant that improves the way users find and summarize academic papers. With its intelligent search capabilities and advanced natural language processing, Elicit helps researchers quickly identify the most relevant papers and understand their core ideas through automatically generated summaries.

By simply entering keywords, phrases, or questions, users can leverage Elicit's AI algorithms to search through its extensive database and retrieve the most pertinent papers. The tool offers various filters and sorting options, such as publication date, study types, and citation count, enabling users to refine their search results and find exactly what they need. One of Elicit's most impressive features is its ability to generate concise summaries of the top papers related to the search query, capturing the key findings and conclusions and saving researchers valuable time.

Key features of Elicit:

• Intelligent search that understands the context and meaning of search queries
• Filters and sorting options for refining search results
• Automatic summarization of the top papers related to the search query
• Detailed paper insights, including tested outcomes, participant information, and trustworthiness assessment
• Inline referencing for transparency and accuracy verification

3. QuillBot

QuillBot is an AI-powered writing platform that offers a comprehensive suite of tools to enhance and streamline the writing process, including a powerful Summarizer tool that is particularly useful for condensing research papers. By leveraging advanced natural language processing and machine learning algorithms, QuillBot's Summarizer quickly analyzes lengthy articles, research papers, or documents and generates concise summaries that capture the core ideas and key points.

One of the key advantages of QuillBot's Summarizer is its ability to perform extractive summarization, which involves identifying and extracting the most critical sentences and information from the research paper while maintaining the original context. Users can customize the summary length to be either short (key sentences) or long (paragraph format) based on their needs, and the output can be generated in either a bullet point list format or as a coherent paragraph. This flexibility allows researchers to tailor the summary to their specific requirements and preferences.

Key features of QuillBot's Summarizer:

• AI-powered extractive summarization that identifies and extracts key information
• Customizable summary length (short or long) to suit different needs
• Bullet point or paragraph output for flexible formatting
• Improved reading comprehension by condensing the paper into its core concepts
• Integration with other QuillBot tools, such as Paraphraser and Grammar Checker, for further enhancement

4. Semantic Scholar

Semantic Scholar is a free, AI-powered research tool developed by the Allen Institute for AI that improves the way researchers search for and discover scientific literature. By employing advanced natural language processing, machine learning, and machine vision techniques, Semantic Scholar provides a smarter and more efficient way to navigate the vast landscape of academic publications.

One of the standout features of Semantic Scholar is its ability to generate concise, one-sentence summaries of research papers, capturing the essence of the content and allowing researchers to quickly grasp the main ideas without reading lengthy abstracts. This feature is particularly useful when browsing on mobile devices or when time is limited. Additionally, Semantic Scholar highlights the most important and influential citations within a paper, helping researchers focus on the most relevant information and understand the impact of the research.

Key features of Semantic Scholar:

• Concise one-sentence summaries of research papers for quick comprehension
• Identification of the most influential citations within a paper
• Personalized paper recommendations through the “Research Feed” feature
• Semantic Reader for in-line citation cards with summaries and “skimming highlights”
• Personal library management with the ability to save and organize papers

5. IBM Watson Discovery

IBM Watson Discovery is a powerful AI-driven tool designed to analyze and summarize large volumes of unstructured data, including research papers, articles, and scientific publications. By harnessing the power of cognitive computing, natural language processing, and machine learning, Watson Discovery enables researchers to quickly find relevant information and gain valuable insights from complex documents.

One of the key strengths of IBM Watson Discovery is its ability to understand the context, concepts, and relationships within the text, allowing it to identify patterns, trends, and connections that may be overlooked by human readers. This makes it easier to navigate and summarize complex research papers, as the tool can highlight important entities, relationships, and topics within the document. Users can create customizable queries, filter, and categorize data to generate summaries of the most relevant research findings, and the tool's advanced search capabilities enable precise searches and retrieval of specific information from large document libraries.

Key features of IBM Watson Discovery:

• Cognitive capabilities that understand context, concepts, and relationships within the text
• Customizable queries and filtering for generating summaries of relevant research findings
• Relationship identification to highlight important entities, relationships, and topics
• Significant time-saving by automating the discovery of information and insight

Empowering Researchers with AI-Driven Summarization Tools

The emergence of AI-powered research summarizers has transformed the way researchers and academics approach scientific literature. By leveraging advanced natural language processing, machine learning, and cognitive computing, these innovative tools enable users to quickly find, understand, and summarize complex research papers, saving valuable time and effort.

Each of these AI research summarizers offers unique features and benefits that cater to researchers' diverse needs. As these tools continue to evolve and improve, they will undoubtedly play an increasingly crucial role in empowering researchers to navigate the ever-expanding universe of scientific knowledge more efficiently and effectively.

5 Best AI SOP (Standard Operating Procedures) Generators in 2024

Alex McFarland is an AI journalist and writer exploring the latest developments in artificial intelligence. He has collaborated with numerous AI startups and publications worldwide.

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Research Paper Summary Generator – Online & Free Tool for Students

Use our research paper summarizer to shorten any text in 3 easy steps:

• Enter the text you want to reduce.
• Choose how long you want the summary to be.
• Press the “summarize” button and get the new text.

Number of sentences in the summary:

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100 % in your summary

There's no doubt that recapping is an essential skill for students. Most academic writings require you to summarize literature sources for background information, or you need to condense tons of materials a night before an exam. All this might take a lot of time and effort.

We created a research paper summarizer to help you sum up any academic text in a few clicks. Continue reading to learn more about the free summary writer, and don’t miss excellent tips on how to cut down words manually.

• 🔧 When to Apply the Summarizer?
• 🤔 How to Summarize?
• 📝 Summary Examples
• 🤩 5 Extra Tips

🔗 References

🔧 summary of research paper online – application.

High school and college students often need to deal with long texts. Consider the most common situations in which our research paper summary generator might be helpful.

• You don't have time for home reading. The summary generator can narrow the texts down to the main points and eliminate irrelevant details.
• You need to summarize articles for literature analysis. The tool can help you identify the key ideas from literary sources and compare them easily.
• You want to reword someone's ideas and create an original text. The summarizing tool helps narrow down the text without plagiarism .

🤔 How Do You Summarize a Research Paper?

Our tool is a great solution to summarize a research paper online. However, you should know the general summing-up rules to get the best results from the tool.

📝 Research Paper Summary Generator Examples

We used an online research paper summarizer to cut down two articles in a few easy clicks. Have a look at these examples!

Source: What Affects Rural Ecological Environment Governance Efficiency? Evidence from China

The research paper focuses on the influencing factors that impact the sustainable economic and social development of vast rural areas of China. According to the author, protecting the ecological environment has become crucial with rapid economic growth. This paper separately examines the influencing factors in the eastern, central, and western regions. The results show that the main factors that positively affect the efficiency of rural ecological environment governance are: the level of rural economic development, rural public participation, and the size of village committees. Conversely, environmental protection social organizations have a negative influence, preventing the productivity of rural ecological environment governance. In conclusion, the key issue in improving rural ecological environment governance in China is to create differentiated regional coordinated governance mechanisms.

Source: Is artificial intelligence better at assessing heart health?

The article discusses the use of AI in assessing and diagnosing cardiac function. The author believes this technology will be beneficial when deployed across the clinical system nationwide. The study provides the results of the experiment conducted in 2020 by Smidt Heart Institute and Stanford University. They developed one of the first AI technologies to assess cardiac function, specifically, left ventricular ejection fraction. The key findings are: Cardiologists agreed with the AI initial assessment more frequently. The physicians could not tell which evaluations were made by AI and which were made by professionals. The AI assistance saved cardiologists a lot of time. In conclusion, the author believes that this level of evidence offers clinicians extra assurance to adopt artificial intelligence more broadly to increase efficiency and quality.

🤩 5 Extra Tips to Summarize a Research Paper

Summarizing a research paper might be incredibly challenging. We recommend using our free research paper summary generator to save time on other tasks. Here are some additional tips to help you create an accurate summary:

• Ensure you include the main ideas from all research paper parts : introduction , literature review, methods, and results.
• To identify the main idea of the research paper, look for a hypothesis or a thesis statement .
• Don't try to fit all the experiment's results and statistics in summary.
• Always mention the author of the original paper to avoid plagiarism.
• Don't add your personal opinion on the research paper you summarize.

❓ Research Paper Summarizer FAQ

❓ how to use the research paper summarizer.

Research paper summarizer is a free online tool that can summarize any paper in almost no time. The summarizer is available online and has a simple interface. You only need to copy and paste the original passage, choose the length of your summary, and click the "summarize" button.

❓ How to Write a Summary of a Research Paper?

You can summarize a research paper manually or with the help of a free research paper summary generator. Pay attention to the text's central idea expressed in the thesis statement to make an accurate summary. Ensure you carefully reflect on the author's main point and eliminate the less important details.

❓ How Long Is a Summary?

The length of a summary might vary depending on your goal. For example, if you summarize several sources for your literature review, it's better to keep them short. However, if you write an essay based on one article or book, you might want to provide a more extended summary.

• Summary For Research Paper: How To Write - eLearning Industry
• Summarizing a Research Article 1997-2006, University of Washington
• How To Write a Summary in 8 Steps (With Examples) | Indeed.com
• Thesis Statement - Writing Your Research Papers - SJSU Research Guides at San José State University Library
• How to reduce word count without reducing content

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Computer Science > Computation and Language

Title: utilizing gpt to enhance text summarization: a strategy to minimize hallucinations.

Abstract: In this research, we uses the DistilBERT model to generate extractive summary and the T5 model to generate abstractive summaries. Also, we generate hybrid summaries by combining both DistilBERT and T5 models. Central to our research is the implementation of GPT-based refining process to minimize the common problem of hallucinations that happens in AI-generated summaries. We evaluate unrefined summaries and, after refining, we also assess refined summaries using a range of traditional and novel metrics, demonstrating marked improvements in the accuracy and reliability of the summaries. Results highlight significant improvements in reducing hallucinatory content, thereby increasing the factual integrity of the summaries.

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