Semantic Scholar
@SemanticScholar
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A free, AI-driven research tool for scientific literature with more than 200 million papers across all fields of study. Proudly built by Ai2 @allen_ai.
Seattle, WA
Joined February 2019
π£ The Semantic Scholar API just got a major upgrade! You can now use it to search our corpus of nearly 200M papers. Learn more over at the AI2 blog: And contact us today about your API project! .#NLProc #AcademicTwitter @allen_ai
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Open and free for anyone to use, #SemanticScholar has research papers from biomedicine to economics. Join millions of scholars who use #AI to optimize their research π¬
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Introducing TLDRs on Semantic Scholar, now available in beta for ~10M Computer Science papers!. These auto-generated extreme summaries help you decide which papers are most relevant to your work. Learn more:. . #TLDR #sciencetwitter.
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Looking for the latest research? π¬ . Our #AI powered research tool scans papers to highlight and extract the most relevant information for your review. Find new research at:
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"Information overload is a top problem facing scientists. Semantic Scholar's automatically generated TLDRs help researchers quickly decide which papers to add to their reading list." .- @isabelcachola, author of TLDR: Extreme Summarization of Scientific Documents at #EMNLP2020
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Found a new paper that is relevant to your work? You can filter a paper's citations by type--background, methods, or results. Here's an example:
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New AI feature π Ask This Paper allows you to ask any question related to the paper! You can instantly get an answer along with one or more supporting statements from the paper. Try it:
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Semantic Scholar Research is looking for HCI / NLP interns and predocs to work on exciting research projects! Topics include accessibility of research papers, tools for literature reviews and info seeking, efficient NLP models, and more! Deadline July 15:
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Keep track of the authors and papers most relevant to your research! βοΈ . New research alerts help you stay on top of the latest developments. Get started by subscribing on any paper or author page. #AcademicTwitter
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Reading scientific documents is challenging. AI can help!. Weβre excited to introduce you to the beta version of Semantic Reader, an augmented reading app that provides you with real-time context for citations and symbols. Learn more: #SemanticReader.
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Our #AI system analyzes research documents to extract including figures, concepts and citations for your review on the paper summary page. π . Start your research today:
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New feature alert π¨On each paper page, scroll down to find AI-generated Topic pages related to the paper, which include topic definitions, papers most cited for the topic, and more! Now available for Computer Science fields. Hereβs an example:
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Hundreds of papers to comb through and short on time? π π . Use our free, #AI powered research tool to navigate through journals and discover relevant research. βοΈ Sign up for your free account at
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Based on research from @allen_ai, @BerkeleyISchool and @UW, #SemanticReader uses #AI to augment the scientific reading experience. The app is now available in beta for select papers on Give it a try! β‘οΈ. . #AcademicTwitter
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π¨New feature! Let AI-generated highlights help you skim papers easily in Semantic Reader! Find key points faster with category labels including Goal, Method, and Result. Plus, personalize your experience by adjusting highlight density and opacity! ππ
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Built using our API and Open Corpus, @ConnectedPapers just launched to help researchers explore interconnections between academic papers. Try it here:
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Great article from @aarontay about new and innovative literature mapping tools, including our API partner @ConnectedPapers.
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π£ We just launched new Academic Graph datasets, which give access to the full range of data exposed in our API for our entire corpus. Learn more about these new datasets on the @allen_ai blog: .
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π§΅New API release: TLDRs are now available! Plus, three new author fields. Now live:. - TLDRs for 58 million papers in computer science, biology, & medicine. Docs: - New author fields: paperCount, citationCount, hIndex. Docs:
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New video: @lucyluwang and @kylelostat present the COVID-19 Open Research Dataset Keynote at #SIIRH2020 #CORD19
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"This massive resource given to the public for free is a great driver for innovation in science, and we are proud to be a part of the next layer of tools being built on top of it.β . β@eddie_smo, co-founder of @connectedpapers . Learn more about our API: .
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π We're celebrating six years and 200 million papers! Check out the full story at @pnw_ai:. #AcademicTwitter
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#GrapAL, the Graph database of Academic Literature is here. Our own @bettsoff explores how you can use this tool to query #semanticscholar's giant knowledge graph to answer interesting questions about academic literature. Learn more! @grapal_ai2 #Neo4j.
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π£Weβve released S2FOS, a new open source field of study classifier for scientific papers. S2FOS is available via the Semantic Scholar website, the S2AG API and Dataset, and as a downloadable model. Learn more on the @allen_ai blog
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This year, Semantic Scholar has expanded our scientific coverage from 40 million to 175 million papers, now in all fields of study. Explore new connections across all scientific domains and discover new insights.
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β¨ New way to explore an authorβs network! The new author page now showcases authorsβ influence via publishing scorecards, lists of authors that have cited them, authors they have referenced, and people they have co-authored with. Search for your author page to check it out!
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π¨ New beta feature live! Do you skim through papers trying to get a glimpse in a minute? By turning on #Skimming in Semantic Reader, you can skim faster with automatically highlighted overlays of the key points. Now available for 9k papers on desktop!
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β¨ New Venue Pages! You can now browse through papers from a certain venue. Click on the conference or journal shown on paper pages or search results to see a full list of papers from the venue, along with useful search filters. Hereβs an example:
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βWhat we're really excited to do is create personalized research briefings where we can summarize not just one paper, but a set of six recent advances in a particular sub-area.β . Hear more from our head of research @dsweld in this @techreview article:.
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Introducing a new AI-powered Adaptive Feed to help you stay up to date with the latest scientific research on #COVIDγΌ19. Check it out and personalize the feed to your preferences or build a new feed on a topic of your choice.
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Get personalized paper recommendations using our newly updated Research Dashboard! You can turn on recommendations for any folder in your Semantic Scholar Library, helping you find the right papers faster. Try it out: Learn more:
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Despite recent advances in #NLP, many statistical models for processing text perform extremely poorly under domain shift. This paper describes #scispaCy, a new tool for practical biomedical text processing. Explore the #githubrepo on #SemanticScholar
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Semantic Scholar researchers curated an open corpus dataset with more than 81M articles across multiple domains for all of your scientific NLP needs. #acl2020nlp #nlproc #textmining #datamining @kylelostat @lucyluwang @MarkNeumannnn Rodney Kinney @dsweld
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2022 was a huge year for Semantic Reader! The number of papers available increased from 62k to more than 340k, with a 2000% growth in weekly users. We're actively developing and testing new features to help you understand research easier, so stay tuned!
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π Authors now have the option to add their pronouns to their page on Semantic Scholar. To set this up, first search for and claim your author page, and then visit Settings to add your pronouns. We're here to help! Reach out with any questions or feedback.
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The Semantic Scholar Research team is accepting Spring/Summer 2021 internship applications and 2021 Pre-doctoral Young Investigator applications. The deadline to apply is November 15th, 2020! See our research here: and apply here:
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π¨ New feature alert: You can now search citations on Head to any Paper Page to get started, or try it out here:
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With all the research going on at @emnlpmeeting, would you like a faster way to skim papers and understand the main ideas? Try reading #emnlp2022 papers with our new beta feature #Skimming available on desktop:
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Check out the updated #SemanticScholar + @paperswithcode integration! In addition to connecting you with #codelibraries and videos, we now include links to #datasets! π Interact with it here: @allen_ai π‘.
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βπ» New post on the @allen_ai blog! . Learn about the Semantic Scholar Academic Graph for Developers (S2AG) from our Director of Partnerships @alexwade. #S2AG #AIforGood.
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New Zotero integration on Semantic Scholar β¨.Do you use @zotero to collect and organize research? Now, you can save papers from Semantic Scholar to Zotero with all paper info stored in just one click! Hereβs how:
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There are many ways you can use shareable folders to help with collaboration:.π‘ Share a list of papers with your research collaborators to communicate ideas.π‘ Use one as the reading list with your reading group.π‘ Mindshare when attending a conference with a team.Tell us more!
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Semantic Scholar API usage almost quadrupled in 2023 π€© We launched new features (new clustering algorithms, venue normalization, better PDF parsing, incremental dataset updates, etc.), as well as improved support and communications. More to come in 2024!
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Have you tried our prototype? You can choose an example paper from the Gallery, or upload a PDF directly. We're hearing positive feedback on the Reading Aids, which provide 3 options: Focus, Extra Large, and Dyslexic-friendly.
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Academic papers are usually presented in PDF format, posing major challenges for blind and low-vision readers. #SciA11y, a new project from our research team, aims to make these documents more accessible. @lucyluwang has the details:. #a11y #OpenScience.
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Are you new to a field and unsure of what research is out there? Are you worried that you've missed an important paper? Check out @ConnectedPapers to get a visual overview of your academic field, built on Semantic Scholar Paper Corpus:
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Do you use @zotero to organize your reading list? You can save papers from Semantic Scholar to Zotero with paper info, TLDRs, and PDFs (if available) in just one click! Here's a video demo π.
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Did you know? Paper detail pages on feature supplemental content including:. β£ @github repositories.β£ Twitter mentions.β£ Presentation slides & videos.β£ Clinical trials.β£ News & blog mentions. Here's an example: .
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New API Tutorial π€© If you have little or no API experience, this page will guide you through our main features, complete with practical code examples, detailed descriptions, and more. Get started with our free API service now!
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Research Spotlight: "SciBERT; a BERT model for scientific text trained on the @SemanticScholar corpus. SOTA results on multiple scientific domain #NLP tasks." Check out the code library here! .Brought to you by our own @i_beltagy @kylelostat @armancohan.
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Our TLDR feature generates single-sentence paper summaries in search results so you can quickly decide which papers to read in full. Here's a great example from a recent paper by our research team. Read the paper here: .
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Learn about our free resources for the research community: . π‘ Build projects that advance science with our API: .π Learn how we support Libraries: .βοΈ Claim your author page:
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Apply now for Semantic Scholar's Spring/Summer 2021 internship and Pre-doctoral Young Investigator program. Deadline is November 15, 2020. Links to apply:. Research Intern: PYI:
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On 6/25 join the half-day #SciNLP workshop at #AKBC2020 organized by @kylelostat, @i_beltagy, @armancohan & @lucyluwang from the Semantic Scholar team @allen_ai, and Keith Hall and Yi Luan from @GoogleAI. Registration info:
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It can be challenging to prioritize which citations to explore. That's why we built CiteSee, which visually augments citations based on their connections to your research activities, such as re-encountered, visited or saved. Learn more:.
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β¨New note-taking feature in Semantic Reader supported by @hypothes_is! By logging in your Hypothesis account in Semantic Reader, you can now highlight and annotate while reading papers. Learn more:
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Try @the_scienceOS , a conversational AI agent that supports your research process from hypothesis to publication, built with Semantic Scholar API:
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π Using Chrome or Firefox? You can quickly search Semantic Scholar from across the web with our browser extension:. - Chrome: .- Firefox:
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It's here! Now you can edit your author page and manage your papers by claiming your author page. Visit find your author page, and claim. ππ©βπ¬π¨βπ¬π¬
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πIntroducing CORD-19 Explorer: A quick and easy way to search 44,000+ scholarly articles related to #coronavirus. Try the Explorer here: . #CORD19 #COVID19.
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Excited to share the work of our API partner π€©.WikiCrow, an automated system that can synthesize cited Wikipedia-style summaries for topics from the scientific literature, built on top of Future Houseβs LLM agent platform, PaperQA:.
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β‘οΈ Check out a new on-demand tool from our research team that converts scientific papers from PDF to HTML to increase accessibility. Share your feedback with our team here: . #a11y #openscienceweek.
Announcing an on-demand PDF to HTML converter for scientific papers! HTML is easier to make accessible for screen readers or on mobile. Let us know what you think! #a11y. Team: @danielking36 @MattLat AlexBuraczynski @codeviking @SemanticScholar @allen_ai.
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We are hiring researchers and engineers to join the Semantic Scholar team!. Current openings include: . - Engineering Manager.- Software Development Engineer.- Young Investigator .- Research Scientist .
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Thanks to everyone who joined our webinar yesterday! If you're interested in using Semantic Scholar API but missed the webinar, the recording is now available here:
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π¬ We've expanded our newly improved TLDRs to nearly 50 million research papers in biology and medicine. Try it out: Learn more about TLDRs:
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One year after the launch of #CORD19, co-creators @kylelostat & @lucyluwang from our research team weigh in on its impact, the challenges they are working on now, and how other data scientists can build on this work.
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1/ With the latest #CORD19 release, we've substantially increased the size of the dataset to over 128K articles. Download here:
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A βtell-allβ account of improving our academic search engine from @SergeyFeldman on the @allen_ai blog:
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We're excited to announce new browser extensionsβnow available for Chrome and Firefox! . Add the extension to your browser to quickly search or navigate to the paper on Get started: . - Firefox: - Chrome:
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Important update to Semantic Scholar API: The "aliases" field has been successfully deprecated! This change prevents instances of deadnaming and ensures we're respecting the identities of individuals in our database. π.
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You can now filter by publication year and field-of-study on our search API! .Learn more about Semantic Scholar Academic Graph API:
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Information overload for scientists is a challenge Semantic Scholar continues to tackle with #AI-powered tools. Read this @ScienceMagazine article to learn about ways AI tools can help researchers and some challenges we face:
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Disambiguating author names in scientific literature is a challenge. S2AND, a new model from our Research team, is now live on Learn more in this post from @danielking36 and @SergeyFeldman: .#MachineLearning.
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How big is the #accessibility problem for scientific PDFs?. Post-doctoral Investigator @lucyluwang & collaborators found that only 2% of publications comply with accessibility standards. #SciA11y aims to help. #A11y #scicomm.
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Introducing The Semantic Reader Open Research Platform, which provides resources that enable the broader research community to explore exciting challenges around novel research support tools:
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Whatβs life like after #ICLR rejection? Turns out, some papers go on to have a significant impact. Read the analysis from @MarkNeumannnn here:. #OAWeek #OAWeek2020.
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Try Papeo - a new way to experience papers along with talk videos! .If you're an author for a #CSCW2022 paper, you can sign up to create your own papeo:
Now that #cscw2022 has begun, please check out a system that we're deploying at CSCW that showcases a new way to experience papers and talk videos in tandem! We call it a "papeo" (paper+video π). You can see some papeos of CSCW papers here β‘οΈ
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Looking for quick insights across literature? .πUse @ConsensusNLP to search across the Semantic Scholar database with fine-tuned LLMs to automate the process of an expert researcher, synthesizing answers across multiple papers:
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Overwhelmed by the number of papers to read? Other than Semantic Scholar paper recommendations, try Citrus Search, where you can input a paper and get an overview of relevant articles in the field, built with Semantic Scholar API:
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Most #IE datasets only focus on relationships within sentences or paragraphs, losing out on information contained across full documents. How do we bridge this gap? @successar_nlp, @MadyvanZuylen, @HannaHajishirzi & @i_beltagy introduce SciREX: #acl2020nlp.
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In 2023, Semantic Reader grew its usage by an incredible 6x π We launched a new PDF processing pipeline, new features such as personalized citations and skimming, as well as numerous performance improvements. Excited to see more new things next year!
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Citation intent classification makes it easier for you to discover relevant research. For papers with full text access, we categorize #citations into three different types: Background, Method and Result. Learn more about these citation intents:
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Have you ever wondered what research papers have to say about your burning questions? Check out S2QA: Question Answering on research papers from Semantic Scholar, a project by @shauryr powered by Semantic Scholar's API:
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We're excited to partner with @ConsensusNLP, a new AI-powered scientific search engine, to help make science more approachable and consumable. Try searching something on #Consensus!.
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Congratulations to our Research Manager @dsweld on his election as Fellow of the @AAAS! . Learn about his significant impact in artificial intelligence and machine learning research in this article from @uwcse.
Congratulations to #UWAllen professors @dsweld & @pmddomingos on their election as Fellows of the @AAAS! Weld and Domingos were honored by their peers for their significant contributions in artificial intelligence and machine learning: #UWinnovates
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1/ Important #CORD19 updates and breaking changes from today's release: .- Full text papers are now in a single file.- We've added table parses .- The dataset now includes over 63,000 articles. Download here:
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#CORD19 is in good company! Read this post from @towards_ai for a list of #openaccess datasets for #ML & #NLProc.
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Did you know? We categorize citations making it easier to navigate our citation graph to find relevant papers. Learn more #CitationIntents.
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Looking for an AI search engine to help with academic tasks? @epsilon_ai_, built with Semantic Scholar API, helps you generate literature reviews, ask research questions, and extract insights from academic articles. Learn more:
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Calling all doctors, biomed researchers, and epidemiologists. What tools would be most useful for you in exploring the literature in the CORD-19 dataset? Help us build what you need to make a difference.
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"We need systems that can understand the context of scientists and help retrieve & synthesize knowledge for specific tasks." .Check out the cover story of August @CACMmag featuring our @Hoper_Tom, co-authors Doug Downey, @dsweld, @etzioni & @erichorvitz:
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#TLDRs help you make quicker decisions about which papers are relevant and where to invest your reading time. For nearly 60 million papers in computer science, biology, and medicine, TLDRs are now available on Semantic Scholar, our API, and alert emails!
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Meet Chelsea, Semantic Scholar's fearless product manager, guiding toward the future of scientific research. #Happy4th ππ
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