summarizing research papers ai

Use AI to summarize scientific articles in seconds

Watch SciSummary summarize scientific articles in seconds

Send a document, get a summary. It's that easy.

If GPT had a PhD

10,000 words summarized per month
First article summarized per month can be up to 200,000 words
After first document of the month, maximum document length of 10,000 words
5 documents indexed for semantic search
Unlimited article searches
Import and summarize references with the click of a button
1,000,000 words summarized per month
Maximum document length of 200,000 words
Unlimited bulk summaries
500 chat messages per month
1,000 documents indexed for semantic search
2,000,000 words summarized per month
1,000 chat messages per month
2,000 documents indexed for semantic search
10,000,000 words summarized per month
Pay once. No recurring fees.
Access to all planned future features and updates

Or pay as you go!

Resources Home 🏠
Try SciSpace Copilot
Search research papers
Add Copilot Extension
Try AI Detector
Try Paraphraser
Try Citation Generator
April Papers
June Papers
July Papers

Research paper summarizer | An overview of the best AI summarizers

In scholarly publishing, keeping abreast of the latest research findings and breakthroughs is vital. However, with the ever-expanding scope of scientific knowledge, reading and understanding research article is becoming a hard and time-consuming task.

Plus, the prevalent use of acronyms, jargon, and complex terminologies in research papers is impeding scientific engagement. Therefore, affecting the researcher’s reading interest and perceived understanding of research articles.

In light of this, a recent study from Science Direct enunciated that “automatic summarization of scientific articles helps students speed up their investigation process”. And this underscores the importance of AI tools like research paper summarizers.

This article enunciates the role and advantages of AI summarizers in enhancing reading comprehension.

What is a Research Paper Summarizer?

Research paper summarizer is an AI-powered article summarizer tool designed to condense extensive academic papers into concise summaries.

These summaries capture the critical points, key findings, and main arguments of a research article and represent them in the most succinct way possible. As a result, researchers quickly grasp the scope of the research paper without spending much time.

What are the benefits of research paper summarizers?

AI summarizers or research paper summarizers are a revolutionary tool that is changing the conventional reading method of scholarly publishing. While the inception of research paper summarizers may seem like a radical shift. By embracing this technology aid, the academic community can manage the challenge of reading comprehension.

Here's where AI summarizers steps in:

Saves you plenty of time

Research paper summarizers offer a streamlined path to the key points, insights, and findings of a paper, saving researchers hours of reading and sifting through vast information.

Imagine the productivity boost when you can certainly review ten papers in the time it used to take to read just one.

Managing information overload

Research paper summarizers combat information overload by presenting the most critical information from a paper instantly. This enables researchers to quickly identify whether key information in a paper is relevant to their work, while saving time from diving into lengthy papers that may not be directly related to their domain or research area of interest.

Improved accessibility for both academicians and non-academicians

Technical research papers are difficult to understand by non-academicians due to scientific jargon and complexity. However, these AI summarization tools make research more inclusive and understandable to non-scientific users, facilitating enhanced knowledge dissemination to users.

Extracts key findings in seconds

With PDF summarizers or AI summarizers, researchers can get critical findings of the research articles with a single click. These AI summarizers pull out the main key points of a long article efficiently, ensuring readers quickly grasp the essence of the study.

For example, Scholarcy, an AI-based tool, creates a summary-length flashcard of research papers enlisting the key insights, references, and figures. This way, it helps you speed-read the article consuming less time.

Cross-disciplinary insights

Traditional research papers are often confined within disciplinary boundaries, making it challenging for researchers to explore ideas beyond their domain or area of interest. Research paper summarizers, however, assist them in comprehending interdisciplinary insights by summarizing the paper in the simplest way possible.

That way, researchers can easily understand and summarize studies from diverse fields, fostering scientific innovation and novel perspectives.

Also read: Top online tools to boost your academic performance

Top 5 AI summarizers — For summarizing research papers

Scispace copilot.

SciSpace Copilot, an AI tool helps researchers understand research papers by summarizing every bit of the highlighted information. You just have to select the text portion and click on summarize, it generates a summary of the text in seconds. Once you have the summaries, it also allows you to ask follow-up questions if you have. Unlike other tools, it is not only limited to generating summaries, it also assists you with explaining math, tables, figures, and equations.

Summarizes and explains text, math, tables, and equations.
Get summaries in multiple languages. You can interact with the paper in 70+ languages
It acts as a Chatbot for your paper. You can ask any questions relevant to your paper and it explains it to you
The answers are reliable as they’re backed by citations.
Sometimes, it shows repetitive responses

Scholarly is an online article summarizer tool that assists students and researchers in quickly summarizing and comprehending research articles, book chapters, reports, and other documents. The tool simplifies difficult information into digestible chunks, gives context to important sentences, highlights important passages, and enables users to quickly save or export summaries as word documents for later use.

For students and researchers who need to keep up with their academic reading and writing, Scholarcy is a great resource. This AI summarizing tool highlights important facts and results while breaking down intricate information into interactive flashcards. It highlights key points and generate links to open-access versions of cited sources. Any device can read, share, and annotate these flashcards, making it simple to understand the research papers.

Provides key insights of a lengthy research paper in multiple summary flashcards
Save your flashcards in a dedicated Scholarcy library
Free Edge and Chrome extension
Only 3 free summary flashcards per day
Glitchy interface
Need a subscription to access advanced features

TLDR this is an AI-powered tool quickly summarizes any research paper, essay , document, report, and others in just a click. You can get the article summary in two different types — short and brief summary (actual TLDR) or long and detailed summary based on your requirements. All you have to do is, enter the website URL or paste the link to the content and generate a summary

Generate 10 free summaries at no cost
The interface is pretty straightforward
It also tells you if the summary sounds AI-generated or human-like
The quality of the summary has to be improved as there is essentially no difference between short and long summaries
Output throws a few sentences from the original text and doesn’t produce an authentic summary

Quillbot Summarizer

Quillbot is another AI summarizing tool designed to break down lengthy articles, papers, or documents into their essential points in an instant and easy way. It works similarly to its paraphrasing tool. By leveraging the power of AI and NLP models, Quillbot online summarizer ensures that the core information is summarized without losing the original context.

Users can benefit from two different AI modes, choosing between "Key Sentences" or "Paragraph Mode" summaries. This summarization tool offers unlimited usage and is 100% free, making it an invaluable asset for researchers and writers alike.

Availability of different modes of summarization based on the type and length of the content
You can also paraphrase the obtained summary for a better understanding
The free version comes with a word limit of 1200 words
It's observed that the accuracy goes off the line sometimes

Amidst these dedicated AI summarizers, let's not forget ChatGPT. While not exclusively a research paper summarizer, ChatGPT can be an effective tool for summarizing long articles , books, news articles, research articles, reports, and more. By feeding it with the text you wish to summarize, you can get a tailored summary in real time.

Completely free to use
Users can clarify, refine, or request more detailed summaries interactively.
Can produce summaries of varying lengths based on user requirements.
Might occasionally provide less accurate summaries for very niche topics
The summaries can sometimes be more verbose

Wrapping up!

While the journey of research paper summarizers has seen massive amounts of growth and adaptation, it's also evident that challenges still exist in terms of accuracy. However, with the rapid pace of technological advancements and the solutions emerging in response to these changes, the future looks promising. These tools will become even more intuitive, accurate, and user-centric, further bridging the gap between new scientific discoveries and their easy comprehension.

Although AI summarizers are valuable tools for quickly extracting essential information from lengthy research papers they should be only used as aids for initial comprehension rather than as substitutes for in-depth reading and analysis. The quality of the summary may vary, so it's essential to evaluate their accuracy for your specific needs.

You can explore all the above-listed tools and let us know which one helped you the most!

Good reads, curated just for you!

Best AI Tools for Research Paper Writing

How To Write A Research Summary

AI tools for research: Revolutionize your work with top research assistants

5 literature review tools to ace your reseach (+2 bonus tools)

ChatPDF vs. SciSpace Copilot: AI tools to chat with your PDF

Citation Machine Alternatives — A comparison of top citation generator tools 2023

AI for Meta Analysis — A Comprehensive Guide

Cybersecurity in Higher Education: Safeguarding Students and Faculty Data

How To Write An Argumentative Essay

The best AI tools for research papers and academic research (Literature review, grants, PDFs and more)

As our collective understanding and application of artificial intelligence (AI) continues to evolve, so too does the realm of academic research. Some people are scared by it while others are openly embracing the change.

Make no mistake, AI is here to stay!

Instead of tirelessly scrolling through hundreds of PDFs, a powerful AI tool comes to your rescue, summarizing key information in your research papers. Instead of manually combing through citations and conducting literature reviews, an AI research assistant proficiently handles these tasks.

These aren’t futuristic dreams, but today’s reality. Welcome to the transformative world of AI-powered research tools!

The influence of AI in scientific and academic research is an exciting development, opening the doors to more efficient, comprehensive, and rigorous exploration.

This blog post will dive deeper into these tools, providing a detailed review of how AI is revolutionizing academic research. We’ll look at the tools that can make your literature review process less tedious, your search for relevant papers more precise, and your overall research process more efficient and fruitful.

I know that I wish these were around during my time in academia. It can be quite confronting when trying to work out what ones you should and shouldn’t use. A new one seems to be coming out every day!

Here is everything you need to know about AI for academic research and the ones I have personally trialed on my Youtube channel.

Best ChatGPT interface – Chat with PDFs/websites and more

I get more out of ChatGPT with HeyGPT . It can do things that ChatGPT cannot which makes it really valuable for researchers.

Use your own OpenAI API key ( h e re ). No login required. Access ChatGPT anytime, including peak periods. Faster response time. Unlock advanced functionalities with HeyGPT Ultra for a one-time lifetime subscription

AI literature search and mapping – best AI tools for a literature review – elicit and more

Harnessing AI tools for literature reviews and mapping brings a new level of efficiency and precision to academic research. No longer do you have to spend hours looking in obscure research databases to find what you need!

AI-powered tools like Semantic Scholar and elicit.org use sophisticated search engines to quickly identify relevant papers.

They can mine key information from countless PDFs, drastically reducing research time. You can even search with semantic questions, rather than having to deal with key words etc.

With AI as your research assistant, you can navigate the vast sea of scientific research with ease, uncovering citations and focusing on academic writing. It’s a revolutionary way to take on literature reviews.

Elicit – https://elicit.org
Supersymmetry.ai: https://www.supersymmetry.ai
Semantic Scholar: https://www.semanticscholar.org
Connected Papers – https://www.connectedpapers.com/
Research rabbit – https://www.researchrabbit.ai/
Laser AI – https://laser.ai/
Litmaps – https://www.litmaps.com
Inciteful – https://inciteful.xyz/
Scite – https://scite.ai/
System – https://www.system.com

If you like AI tools you may want to check out this article:

How to get ChatGPT to write an essay [The prompts you need]

AI-powered research tools and AI for academic research

AI research tools, like Concensus, offer immense benefits in scientific research. Here are the general AI-powered tools for academic research.

These AI-powered tools can efficiently summarize PDFs, extract key information, and perform AI-powered searches, and much more. Some are even working towards adding your own data base of files to ask questions from.

Tools like scite even analyze citations in depth, while AI models like ChatGPT elicit new perspectives.

The result? The research process, previously a grueling endeavor, becomes significantly streamlined, offering you time for deeper exploration and understanding. Say goodbye to traditional struggles, and hello to your new AI research assistant!

Bit AI – https://bit.ai/
Consensus – https://consensus.app/
Exper AI – https://www.experai.com/
Hey Science (in development) – https://www.heyscience.ai/
Iris AI – https://iris.ai/
PapersGPT (currently in development) – https://jessezhang.org/llmdemo
Research Buddy – https://researchbuddy.app/
Mirror Think – https://mirrorthink.ai

AI for reading peer-reviewed papers easily

Using AI tools like Explain paper and Humata can significantly enhance your engagement with peer-reviewed papers. I always used to skip over the details of the papers because I had reached saturation point with the information coming in.

These AI-powered research tools provide succinct summaries, saving you from sifting through extensive PDFs – no more boring nights trying to figure out which papers are the most important ones for you to read!

They not only facilitate efficient literature reviews by presenting key information, but also find overlooked insights.

With AI, deciphering complex citations and accelerating research has never been easier.

Open Read – https://www.openread.academy
Chat PDF – https://www.chatpdf.com
Explain Paper – https://www.explainpaper.com
Humata – https://www.humata.ai/
Lateral AI – https://www.lateral.io/
Paper Brain – https://www.paperbrain.study/
Scholarcy – https://www.scholarcy.com/
SciSpace Copilot – https://typeset.io/
Unriddle – https://www.unriddle.ai/
Sharly.ai – https://www.sharly.ai/

AI for scientific writing and research papers

In the ever-evolving realm of academic research, AI tools are increasingly taking center stage.

Enter Paper Wizard, Jenny.AI, and Wisio – these groundbreaking platforms are set to revolutionize the way we approach scientific writing.

Together, these AI tools are pioneering a new era of efficient, streamlined scientific writing.

Paper Wizard – https://paperwizard.ai/
Jenny.AI https://jenni.ai/ (20% off with code ANDY20)
Wisio – https://www.wisio.app

AI academic editing tools

In the realm of scientific writing and editing, artificial intelligence (AI) tools are making a world of difference, offering precision and efficiency like never before. Consider tools such as Paper Pal, Writefull, and Trinka.

Together, these tools usher in a new era of scientific writing, where AI is your dedicated partner in the quest for impeccable composition.

Paper Pal – https://paperpal.com/
Writefull – https://www.writefull.com/
Trinka – https://www.trinka.ai/

AI tools for grant writing

In the challenging realm of science grant writing, two innovative AI tools are making waves: Granted AI and Grantable.

These platforms are game-changers, leveraging the power of artificial intelligence to streamline and enhance the grant application process.

Granted AI, an intelligent tool, uses AI algorithms to simplify the process of finding, applying, and managing grants. Meanwhile, Grantable offers a platform that automates and organizes grant application processes, making it easier than ever to secure funding.

Together, these tools are transforming the way we approach grant writing, using the power of AI to turn a complex, often arduous task into a more manageable, efficient, and successful endeavor.

Granted AI – https://grantedai.com/
Grantable – https://grantable.co/

Free AI research tools

There are many different tools online that are emerging for researchers to be able to streamline their research processes. There’s no need for convience to come at a massive cost and break the bank.

The best free ones at time of writing are:

Elicit – https://elicit.org
Connected Papers – https://www.connectedpapers.com/
Litmaps – https://www.litmaps.com ( 10% off Pro subscription using the code “STAPLETON” )
Consensus – https://consensus.app/

Wrapping up

The integration of artificial intelligence in the world of academic research is nothing short of revolutionary.

With the array of AI tools we’ve explored today – from research and mapping, literature review, peer-reviewed papers reading, scientific writing, to academic editing and grant writing – the landscape of research is significantly transformed.

The advantages that AI-powered research tools bring to the table – efficiency, precision, time saving, and a more streamlined process – cannot be overstated.

These AI research tools aren’t just about convenience; they are transforming the way we conduct and comprehend research.

They liberate researchers from the clutches of tedium and overwhelm, allowing for more space for deep exploration, innovative thinking, and in-depth comprehension.

Whether you’re an experienced academic researcher or a student just starting out, these tools provide indispensable aid in your research journey.

And with a suite of free AI tools also available, there is no reason to not explore and embrace this AI revolution in academic research.

We are on the precipice of a new era of academic research, one where AI and human ingenuity work in tandem for richer, more profound scientific exploration. The future of research is here, and it is smart, efficient, and AI-powered.

Before we get too excited however, let us remember that AI tools are meant to be our assistants, not our masters. As we engage with these advanced technologies, let’s not lose sight of the human intellect, intuition, and imagination that form the heart of all meaningful research. Happy researching!

Thank you to Ivan Aguilar – Ph.D. Student at SFU (Simon Fraser University), for starting this list for me!

Dr Andrew Stapleton has a Masters and PhD in Chemistry from the UK and Australia. He has many years of research experience and has worked as a Postdoctoral Fellow and Associate at a number of Universities. Although having secured funding for his own research, he left academia to help others with his YouTube channel all about the inner workings of academia and how to make it work for you.

Thank you for visiting Academia Insider.

We are here to help you navigate Academia as painlessly as possible. We are supported by our readers and by visiting you are helping us earn a small amount through ads and affiliate revenue - Thank you!

2024 © Academia Insider

Research Assistant

Ai-powered research summarizer.

Summarize academic papers: Quickly understand the main points of research papers without reading the entire document.
Extract insights from reports: Identify key findings and trends from industry reports, surveys, or reviews.
Prepare for presentations: Create concise summaries of research materials to include in your presentations or talking points.
Enhance your understanding: Improve your comprehension of complex subjects by summarizing the main ideas and insights.
Save time: Reduce the time spent on reading lengthy research documents by focusing on the most important points.

New & Trending Tools

Nonprofit grant proposal writer, undetectable ai humanizer and paraphraser, ai journalist.

Research faster with genei

Automatically summarise background reading and produce blogs, articles, and reports faster.

"I could totally see this startup playing the same role as a Grammarly: a helpful extension of workflows that optimizes the way people who write for a living, write." ‍ Natasha Mascarenhas ‍ Senior Reporter at TechCrunch ‍

Y-combinator summer 2021.

Genei is part of Y-Combinator, a US startup accelerator with over 2000 companies including Stripe, Airbnb, Reddit and Twitch.

TechCrunch favourite startups 2021

Genei was recently named among Tech Crunch's favourite startups of summer 2021.

Oxford University All Innovate 2020

Prize winning company in Oxford University's prestigious "All Innovate" startup competition.

Trusted by thought leaders and experts

"genei is a company that excites me a lot. Their AI has the potential to offer massive productivity boosts in research and writing."

"We can perform research using genei's keyword extraction tool to optimize our article content better than before."

"Genei’s summarisation provides a whole new dimension to our research and reporting, and helps contribute towards the clarity and conciseness of our work."

Add, organise, and manage information with ease.

95% of users say genei enables them work more productively. Documents can be stored in customisable projects and folders, whilst content can be linked to any part of a document to generate automatic references.

Ask questions and our AI will find answers.

95% of users say they find greater answers and insights from their work when using genei.

Finish your reading list faster.

AI-powered summarisation and keyword extraction for any group of PDFs or webpages. ‍ ‍ 98% of users say genei saves them time by paraphrasing complex ideas and enabling them to find crucial information faster.

Improve the quality & efficiency of your research today

Never miss important reading again.

Our chrome extension add-on means you can summarize webpages or save them for later reading as you browse.

Import, view, summarise & analyse PDFs and webpages
Document management and file storage system
Full notepad & annotation capabilities
In-built citation management and reference generator
Export functionality
Everything in basic
70% higher quality AI
Access to GPT3 - the world's most advanced language based AI
Multi-document summarisation, search, and question answering
Rephrasing and Paraphrasing functionality

Loved by thousands of users worldwide

Find out how genei can benefit you.

A new use for AI: summarizing scientific research for seven-year-olds

Tl;dr papers shows ai’s potential to condense research.

By James Vincent , a senior reporter who has covered AI, robotics, and more for eight years at The Verge.

Share this story

Academic writing often has a reputation for being hard to follow, but what if you could use machine learning to summarize arguments in scientific papers so that even a seven-year-old could understand them? That’s the idea behind tl;dr papers — a project that leverages recent advances in AI language processing to simplify science.

Work on the site began two years ago by university friends Yash Dani and Cindy Wu as a way to “learn more about software development,” Dani tells The Verge, but the service went viral on Twitter over the weekend when academics started sharing AI summaries of their research . The AI-generated results are sometimes inaccurate or simplified to the point of idiocy. But just as often, they are satisfyingly and surprisingly concise, cutting through academic jargon to deliver what could be mistaken for child-like wisdom.

Take this summary of a paper by Professor Michelle Ryan, director of the Global Institute for Women’s Leadership at the Australian National University. Ryan has written on the concept of the “ glass cliff ,” a form of gender discrimination in which women are placed in leadership roles at times when institutions are at their greatest risk of failure. The AI summary of her work? “The glass cliff is a place where a lot of women get put. It’s a bad place to be.”

“It is just excellent,” as Ryan put it.

Ryan tells The Verge the summary was “accurate and pithy,” though it did elide a lot of nuances around the concept. In part, this is because of a crucial caveat: tl;dr papers only analyzes the abstract of a scientific paper, which is itself a condensed version of a researcher’s argument. (Being able to condense an entire paper would be a much greater challenge, though it’s something machine learning researchers are already working on.)

Ryan says that although tl;dr papers is undoubtedly a very fun tool, it also offers “a good illustration of what good science communication should look like.” “I think many of us could write in a way that is more reader-friendly,” she says. “And the target audience of a second-grader is a good place to start.”

Zane Griffin Talley Cooper, a PhD candidate at the Annenberg School for Communication at the University of Pennsylvania, described the AI summaries as “refreshingly transparent.” He used the site to condense a paper he’d written on “ data peripheries ,” which traces the physical history of materials essential to big data infrastructure. Or, as tl;dr papers put it:

“Big data is stored on hard disk drives. These hard disk drives are made of very small magnets. The magnets are mined out of the ground.“

Cooper says although the tool is a “joke on the surface,” systems like this could have serious applications in teaching and study. AI summarizers could be used by students as a way into complex papers, or they could be incorporated into online journals, automatically producing simplified abstracts for public consumption. “Of course,” says Cooper, this should be only done “if framed properly and with discussion of limitations and what it means (both practically and ethically) to use machine learning as a writing tool.”

AI language tools have been incorporated into software from Microsoft and Google

These limitations are still being explored by the companies that make these AI systems, even as the software is incorporated into ever-more mainstream tools. tl;dr papers itself was run on GPT-3, which is one of the best-known AI writing tools and is made by OpenAI, a combined research lab and commercial startup that works closely with Microsoft.

Microsoft has used GPT-3 and its ilk to build tools like autocomplete software for coders and recently began offering businesses access to the system as part of its cloud suite. The company says GPT-3 can be used to analyze the sentiment of text, generate ideas for businesses, and — yes — condense documents like the transcripts of meetings or email exchanges. And already, tools similar to GPT-3 are being used in popular services like Google’s Gmail and Docs, which offer AI-powered autocomplete features to users.

But the deployment of these AI-language systems is controversial. Time and time again, it’s been shown that these tools encode and amplify harmful language based on their training data (which is usually just vast volumes of text scraped off the internet). They repeat racist and sexist stereotypes and slurs and may be biased in more subtle ways, too.

A different set of worries stems from the inaccuracy of these systems. These tools only manipulate language on a statistical level: they have no human-equivalent understanding of what they’re “reading,” and this can lead to some very basic mistakes. In one notorious example that surfaced last year, Google search — which uses AI to summarize search topics — provided misleading medical advice to a query asking what to do if someone suffers a seizure. While last December, Amazon’s Alexa responded to a child asking for a fun challenge to do by telling them to touch a penny to the exposed prongs of a plug socket .

The specific danger to life posed by these scenarios is unusual, but they offer vivid illustrations of the structural weaknesses of these models. Jathan Sadowski, a senior research fellow in the Emerging Technologies Research Lab at Monash University, was another academic entertained by tl;dr papers’ summary of his research. He says AI systems like this should be handled with care, but they can serve a purpose in the right context.

“Maybe one day [this technology will] be so sophisticated that it can be this automated research assistant who is going and providing you a perfect, accurate, high quality annotated bibliography of academic literature while you sleep. But we are extremely far from that point right now,” Sadowski told The Verge . “The real, immediate usefulness from the tool is — first and foremost — as a novelty and joke. But more practically, I could see it as a creativity catalyst. Something that provides you this alien perspective on your work.”

“I could see it as a creativity catalyst. Something that provides you this alien perspective on your work.”

Sadowski says the summaries provided by tl;dr papers often have a sort of “accidental wisdom” to them — a byproduct, perhaps, of machine learning’s inability to fully understand language. In other scenarios, artists have used these AI tools to write books and music , and Sadowski says a machine’s perspective could be useful for academics who’ve burrowed too deep in their subject. “It can give you artificial distance from a thing you’ve spent a lot of time really close to, that way you can maybe see it in a different light,” he says.

In this way, AI systems like tl;dr papers might even find a place similar to tools designed to promote creativity. Take, for example, “Oblique Strategies,” a deck of cards created by Brian Eno and Peter Schmidt. It offers pithy advice to struggling artists like “ask your body” or “try faking it!” Are these words of wisdom imbued with deep intelligence? Maybe, maybe not. But their primary role is to provoke the reader into new patterns of thinking. AI could offer similar services, and indeed, some companies already sell AI creative writing assistants.

Unfortunately, although tl;dr papers has had a rapturous reception among the academic world, its time in the spotlight looks limited. After going viral this weekend, the website has been labeled “under maintenance,” and the site’s creators say they have no plans to maintain it in the future. (They also mention that other tools have been built that perform the same task .)

Dani told The Verge that tl;dr papers “was designed to be an experiment to see if we can make learning about science a little easier, more fun, and engaging.” He says: “I appreciate all of the attention the app has received and thank all of the people who have tried it out [but] given this was always intended to be an educational project, I plan to sunset tl;dr papers in the coming days to focus on exploring new things.”

Apple opens the App Store to retro game emulators

The playstation vita still rules, best buy geek squad employees report mass layoffs, elon musk says tesla will reveal its robotaxi on august 8th, iphone emulators are allowed now so here are some great ios controllers.

More from Tech

The Nintendo Switch 2 will now reportedly arrive in 2025 instead of 2024

The best Presidents Day deals you can already get

Interview: Figma’s CEO on life after the company’s failed sale to Adobe

An image announcing Vudu’s rebranding to Fandango at Home.

Vudu’s name is changing to ‘Fandango at Home’

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

View all journals
Explore content
About the journal
Publish with us
Sign up for alerts
23 November 2020

tl;dr: this AI sums up research papers in a sentence

Jeffrey M. Perkel &
Richard Van Noorden

You can also search for this author in PubMed Google Scholar

The creators of a scientific search engine have unveiled software that automatically generates one-sentence summaries of research papers, which they say could help scientists to skim-read papers faster.

Access options

Access Nature and 54 other Nature Portfolio journals

Get Nature+, our best-value online-access subscription

24,99 € / 30 days

cancel any time

Subscribe to this journal

Receive 51 print issues and online access

185,98 € per year

only 3,65 € per issue

Rent or buy this article

Prices vary by article type

Prices may be subject to local taxes which are calculated during checkout

doi: https://doi.org/10.1038/d41586-020-03277-2

Cachola, I., Kyle, L., Cohan, A. & Weld, D. S. Preprint at https://arxiv.org/abs/2004.15011 (2020).

Download references

Reprints and permissions

Machine learning

Will the Gates Foundation’s preprint-centric policy help open access?

News 04 APR 24

The corpse of an exploded star and more — March’s best science images

News 28 MAR 24

How papers with doctored images can affect scientific reviews

So … you’ve been hacked

Technology Feature 19 MAR 24

No installation required: how WebAssembly is changing scientific computing

Technology Feature 11 MAR 24

AI-generated images and video are here: how could they shape research?

News Explainer 07 MAR 24

How AI is improving climate forecasts

News Feature 26 MAR 24

Google AI could soon use a person’s cough to diagnose disease

News 21 MAR 24

Three reasons why AI doesn’t model human language

Correspondence 19 MAR 24

POSTDOCTORAL Fellow -- DEPARTMENT OF Surgery – BIDMC, Harvard Medical School

The Division of Urologic Surgery in the Department of Surgery at Beth Israel Deaconess Medical Center and Harvard Medical School invites applicatio...

Boston, Massachusetts (US)

Director of Research

Applications are invited for the post of Director of Research at Cancer Institute (WIA), Chennai, India.

Chennai, Tamil Nadu (IN)

Cancer Institute (W.I.A)

Postdoctoral Fellow in Human Immunology (wet lab)

Join Atomic Lab in Boston as a postdoc in human immunology for universal flu vaccine project. Expertise in cytometry, cell sorting, scRNAseq.

Boston University Atomic Lab

Research Associate - Neuroscience and Respiratory Physiology

Houston, Texas (US)

Baylor College of Medicine (BCM)

Histology Laboratory Manager

Quick links

Explore articles by subject
Guide to authors
Editorial policies

Free Text Summarizer

Try our other writing services

Want to be 100% sure your summary is plagiarism-free?

Make your life easier with the free summarizer tool.

Academic research

Speed up your academic research by extracting key points.

Every day use

Reduce your reading time by summarizing long blocks of text within seconds.

Easily condense transcripts of long meetings into concise bullet points.

Difficult text

Simplify hard-to-read paragraphs, sentences or complete articles with 1 click.

Why use this summarizer?

100% free: Generate unlimited summaries without paying a penny
Accurate: Get a reliable and trustworthy summary of your original text without any errors
No signup: Use it without giving up any personal data
Secure: No summary data is stored, guaranteeing your privacy
Speed: Get an accurate summary within seconds, thanks to AI
Flexible: Adjust summary length to get more (or less) detailed summaries

How to use this summarizer

1. insert, paste or download your text, 2. pick the way you want to summarize, 3. adjust your summary length, 4. get your summary in seconds.

2 ways of summarizing your text

1. key sentences.

Extracts the key points of your text and turns them into digestible bullet points

2. Concise paragraphs

Summarizes your text in a concise paragraph

Summarize your text today

Want to make sure your summary doesn’t contain any plagiarism, ask our team.

Want to contact us directly? No problem. We are always here for you.

Email [email protected]
Start live chat
Call +1 (510) 822-8066
WhatsApp +31 20 261 6040

Frequently asked questions

Yes, it can. The AI has been trained on a big dataset, so technical or complex data won’t be a problem for the text summarizer .

The text summarizer is accessible on both desktop and mobile.

This text summarizer can condense long text within seconds.

At the moment, a maximum of 600 words can be summarized at once, within a few seconds. Want to summarize more? Just paste another block of text. There’s no limit on how much text you can summarize with our text summarizer .

The text summarizer can give you a longer or shorter summary, depending on your wishes. Want a more detailed summary? Just adjust the summary length at the top.

6 AI Tools to Summarize Scientific Papers

In today’s fast-paced world, we are constantly bombarded with vast amounts of data and information. It can be overwhelming, especially when we have to extract meaningful insights from complex documents, reports, and legal papers. The use of Artificial Intelligence powered summarization tools has become increasingly popular among researchers and scientists who need to stay up-to-date with the latest research findings.

Humata is an AI-powered chatbot that acts as your personal assistant for your files. With Humata, you can ask questions about your data and get instant answers powered by AI. This means that you can quickly extract valuable insights from your files and get a deeper understanding of complex technical papers 100 times faster.

One of the standout features of Humata is its ability to summarize long papers. It can turn complex technical papers into simply explained summaries, which means you can discover new insights faster. This feature is especially useful for students, researchers, and professionals who need to keep up with the latest trends and advancements in their field.

In addition to summarizing long papers, Humata also provides instant Q&A capabilities. If you have a hard question related to your file, Humata can provide easy-to-understand answers instantly.

Another key feature of Humata is its ability to automatically create new writing based on your file. Humata can generate detailed insights for reports, papers, and a variety of tasks instantly. This can save you time and energy, allowing you to focus on other important tasks.

So how does Humata work? Humata creates vector embeddings for semantic search, which means it uses the latest advances in AI to synthesize results based on natural language commands. This allows users to ask questions about their data and get instant answers powered by AI.

When it comes to security, Humata takes it very seriously. Your documents are securely stored in encrypted cloud storage. The platform has stringent security protocols in place to provide the highest standards of safety, protecting your information from any malicious intent. You own and control your data and have the ability to delete any unwanted files on your dashboard.

If you are wondering if you can query multiple documents, the answer is yes. You can save your files on Humata and past queries, and soon, you will be able to use Humata to synthesize results based on questions applied to multiple documents simultaneously.

Humata AI is a powerful AI-powered chatbot that can help you get the most out of your files. Whether you are a student, researcher, or professional, Humata can help you learn faster and work smarter. To cater to the diverse needs of its users, Humata offers two price plans – Freemium and Pro.

The Freemium plan is perfect for those who are just starting out or have basic requirements. This plan is entirely free, and users can enjoy a range of valuable features such as access to new tools, page references, highlighting, and unlimited questions. With the starter plan, users can process up to 60 pages. This plan is ideal for those who need a reliable and free tool to manage their files and documents.

For those who require more advanced features and capabilities, Humata offers a Pro plan. This plan comes with a flat fee of $14.99 per month, which includes access to unlimited pages, questions, and PDFs. With the Pro plan, users can also benefit from chat support, page references, and highlighting. In addition to the 250 pages included with the Pro plan, users can also process additional pages at a nominal cost of $0.01 per page.

The Pro plan is designed to cater to the needs of professionals, businesses, and researchers who need advanced features and support to manage their files and documents. With the Pro plan, users can enjoy unlimited access to Humata’s powerful AI capabilities, enabling them to learn faster, work smarter, and make better-informed decisions.

2 – SciSummary

With SciSummary , you can now read between the lines of any scientific article without having to break your workflow. All you need to do is send an email with text, a link, or even attach a PDF, and within minutes, you’ll receive a comprehensive summary in your inbox.

SciSummary leverages the power of GPT-3 models to provide accurate and insightful summaries of any scientific articles or research papers. With SciSummary, you can stay up-to-date with the latest scientific breakthroughs and research findings, without having to spend hours reading through long and complex articles.

Founded in 2023, SciSummary’s mission is to make the digestion of scientific articles easier and more accessible than ever before.

3 – SciSpace

With SciSpace , researchers can save time, streamline their workflow, and accelerate their scientific breakthroughs. The platform’s AI-driven tools make it easy to understand and navigate research papers, even for those without a background in the field. Whether you’re a student, researcher, or academic, SciSpace is your go-to resource for discovering and learning from the latest research.

With its user-friendly interface, powerful search capabilities, and comprehensive database of research papers, authors, and journals, SciSpace is a good tool for anyone who wants to stay on top of the latest research trends and developments.

4 – Scholarcy

Scholarcy is an online article summarizer tool that quickly breaks down research articles, reports, and book chapters into easily digestible sections. By identifying key information such as study participants, data analyses, main findings, and limitations, Scholarcy reduces the time spent appraising a study by over 70%.

As an article summarizer tool, Scholarcy creates a summary flashcard of any article, report, or document in Word or PDF format. It also creates links to open access versions of cited sources and can be configured to extract figures, tables, and images.

Scholarcy’s browser extension for Chrome and Edge works with open-access repositories such as arXiv, biorXiv, and OSF Preprints. It integrates with Scholarcy Library, a pay-monthly subscription service that builds a searchable collection of your summary cards accessible from any device.

Scholarcy helps you speed-read the article, follow the arguments, and take away the main points in minutes. It builds you a personal summarized research library and suggests background reading to help you understand the main topics of the latest research.

Scholarcy’s unique Robo-Highlighter™ automatically highlights important phrases and contributions made by the paper. It summarises the whole paper with references, rewriting statements in the third person, making it easier to cite the information correctly in your report, essay, or thesis.

Scholarcy also finds references and extracts tables and figures. It can be configured to give you thumbnails of each figure in the PDF, cross-referenced in the text, so you can easily jump to the corresponding figure while you are reading.

Scholarcy offers two main plans: the free Browser Extension and Flashcards, and the paid Personal Library plan.

The Browser Extension and Flashcards plan is free and can be downloaded from the Chrome or Edge store. It allows users to create summary flashcards from small to medium-sized documents and integrate them with their Scholarcy Library.

The Personal Library plan costs $9.99 per user per month and enables users to build collections of summary flashcards from PDF, Word, and web articles. It also allows for sharing with colleagues, reading and annotating on any device, importing from Dropbox, Google Drive, and RSS feeds, and exporting to Word, Excel, and reference managers. This plan also offers pricing in £ GBP and € Euro.

In addition, academic organizations and universities can offer their staff and students access to Scholarcy Library with an institutional license. Volume discounts, multi-user licenses, and commercial use options are also available and can be obtained by contacting Scholarcy.

5 – OpenRead

With OpenRead , you can experience fast, intuitive, and creative reading like never before. The extensive reading mode can capture the core value of a paper within 5 minutes, saving you time and effort.

No more tedious reading of long papers with our Paper Q&A feature. Simply ask any question about the paper, and receive a quick response within seconds. The NLP assistant can also generate your literature review by digesting papers, allowing you to access information effortlessly.

With OpenRead, you will never have to ask “Where’s the figure?” again. It uses AI technology to extract figures, formulas, tables, and other elements from papers, and you can find them easily by clicking their hyperlinks embedded in the sentences.

The friendly notes system allows you to collect and connect everything efficiently.

6 – ExplainPaper

ExplainPaper was born out of a need to make scientific papers more accessible to budding researchers and those who are interested in science but find it difficult to decipher the dense language of research papers.

Using ExplainPaper is simple: users can upload a paper and highlight individual sentences or paragraphs in a web interface, and GPT-3 will then provide explanations in simpler terms. Additionally, a chat function allows users to ask more detailed questions. While the current version of ExplainPaper cannot yet explain mathematical functions, the team plans to introduce this feature in a later version.

What are the Advantages of Summarizing Scientific Papers?

One of the most significant advantages of using AI tools to summarize scientific papers is time-saving. Researchers often have to sift through a large volume of research papers, which can be time-consuming and tedious. With AI-powered summarization tools, researchers can analyze a vast amount of data and extract the most important information in a matter of seconds.

Another advantage of using AI tools is accuracy. AI algorithms are designed to analyze data objectively and are not influenced by personal biases or opinions. This ensures that the summary generated is accurate and reliable, providing researchers with an unbiased overview of the research paper’s findings.

Consistency is another benefit of using AI tools to summarize scientific papers. AI algorithms are programmed to generate summaries that are consistent in terms of tone, structure, and length. This can be particularly helpful when comparing and analyzing multiple research papers.

Using AI-powered summarization tools can also make scientific research more accessible to non-experts. By providing an easy-to-understand summary of complex research findings, AI tools can help researchers and scientists communicate their work to a wider audience.

Moreover, AI tools can improve the efficiency of scientific research. By summarizing research papers, researchers can quickly identify relevant information and determine whether a paper is worth reading in full. This saves time and resources and allows researchers to focus on more critical tasks.

Finally, AI-powered summarization tools can be programmed to summarize scientific papers in multiple languages, making research findings more accessible to people around the world. This is particularly important in today’s globalized world, where researchers from different countries need to collaborate and share their work.