Semantic Scholar Research @ AI2
@ai2_s2research
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Research team @allen_ai working on AI, HCI, ML, NLP, accessibility, and comp. social science in support of @SemanticScholar's mission of accelerating science.
Allen Institute for AI
Joined July 2022
@allen_ai @SemanticScholar is hiring an #ml #nlp #ai reasoning researcher for a Research Scientist, Agents for Science position with target start dates in 2025. Excited about developing AI systems with deep reasoning capabilities for science? Send an application our way!
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Reminder: the 1st rolling deadline to apply for our open positions is this Friday (Nov 1)!
@allen_ai @SemanticScholar is hiring #nlproc #hci #ml #ai researchers for the following positions with target start dates in 2025, apply by *Nov 1* for the 1st rolling deadline. - Research intern - Young investigator (Postdoc) - Research scientist Apply: https://t.co/xYovFaZ5Mn
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Learn more about our research here: https://t.co/yttWPtRm9Y Apply here: https://t.co/nPL4UUBUxe Applications will be considered as they are received.
allenai.org
At Ai2, we are building breakthrough AI to solve the world's biggest problems. Join our diverse team of exceptionally talented people from around the world.
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📣 Job opportunities at Semantic Scholar Research @ the Allen Institute for AI (AI2) for post-doctoral & pre-doctoral researchers starting in 2024! 📣 Our team works on NLP and HCI research with a focus on open LLMs and LLM-powered research support tools and assistants.
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Scimon🧪: Scientific Inspiration Machines Optimized for Novelty. LLMs + inspiration retrieval from papers + 🚀iterative novelty boosting🚀: 1. LLM (e.g. GPT4) generates idea 2. Compares to detected prior work 3. Refines idea novelty 4. Repeat until sufficient novelty reached
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New work from me, @arnaik19, @lucyluwang, @irenetrampoline, and Carla S. Alvarado. We focused on a specific topic — maternal health — to create a set of guiding principles, with grounded advice and questions, for the use of NLP for healthcare applications and research.
As a follow-up to the May 2023 Maternal Health Equity Workshop, we’ve published the Foundations of Responsible Natural Language Processing Use for Maternal Health Equity in collab w/ leading researchers in the field. Check it out: https://t.co/ad8rQE80uC
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After a year of silence, the Scholarly Document Processing (SDP) workshop is back. We have been accepted at @aclmeeting #nlproc All information will follow here: 4th Workshop on Scholarly Document Processing ( https://t.co/YidwW9MWPU)
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Reminder: 4 days to go until our internship application deadline!
@allen_ai @SemanticScholar is hiring #nlproc #hci #ml #ai researchers for internships! For start dates in spring/summer 2024, apply by *Oct 15*. About us: https://t.co/yttWPtRm9Y Apply:
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When reading an abstract sometime you just want to learn a bit more about the work: What's this "novel design" they proposed? How was the "better accuracy" measured? Try our LLM-powered expandable & explorable summary from @ai2_s2research @rayrayfok
https://t.co/gXksVmwn9K (1/n)
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🚨 Awesome new demo from the @ai2_s2research team! Explore #VLDB2023 paper abstracts using LLM-powered features with "Expandable Abstracts": https://t.co/IfmY7EcE1h
Interested in a better way to explore #VLDB2023 papers? Try https://t.co/soGrIXH9w8 for an LLM-powered way to probe those papers… * Ask questions w/ a single click * Explore answer provenance using the ending “ * Dive deep w/ recursive questions Powered by @SemanticScholar
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Interested in a better way to explore #VLDB2023 papers? Try https://t.co/soGrIXH9w8 for an LLM-powered way to probe those papers… * Ask questions w/ a single click * Explore answer provenance using the ending “ * Dive deep w/ recursive questions Powered by @SemanticScholar
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A primary goal of our OLMo LLM project is to transparently release the artifacts & processes we are using. Today, we're releasing AI2 Dolma, a pertaining dataset of 3T tokens from a diverse mix of web content, academic publications, code, books, and more. https://t.co/cvPZIUuvYU
allenai.org
We introduce Dolma, an open dataset from web content, academic publications, code, books, and encyclopedic materials.
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Announcing Dolma, the dataset for @allen_ai's LLM, OLMo. It's 3+ trillion tokens (web/papers/code/books/wiki). We hope it will facilitate study of LLMs & their behavior! Released on @huggingface w ImpACT license https://t.co/tAlwPuIIOo Overview/datasheet https://t.co/D6UAeQ7Fw2
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Great article in Nature today highlighting the promise of AI-powered tools for helping scientific researchers! (of course, they mentioned @SemanticScholar )
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Want to find interesting researchers? Discover new authors who work on similar methods or tasks to you? Introducing 🌉Bridger🌉! An NLP-powered author discovery system for sparking new ideas. @allen_ai @SemanticScholar. https://t.co/QRaxCx0Ae6
bridger.apps.allenai.org
Bridger is an author discovery system that helps you discover new authors and ideas. Find authors who work on similar methods or problems.
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I’ll be presenting this work at a virtual poster session from 11-12:30 ET today, and also at RepL4NLP and SustaiNLP on Thursday! I’ll be at #ACL2023 all week, come say hi! With @ZejiangS Dan Klein @GabiStanovsky @_DougDowney @kylelostat
Real documents aren’t just plain text – they also have visuospatial layout! Humans generalize flexibly to new layouts (e.g., 1 or 2 column papers). Can LLMs? Our #ACL2023 Findings paper shows current layout-infused models struggle on unseen layouts. https://t.co/1aQ2KZKPqS 1/6
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Are you attending #ACL2023 and interested in cultural analytics? Joins us on Tuesday for a group conversation! We'll meet during the afternoon coffee hour at 3:45pm on the Lakeview Terrace. @mattwilkens @dbamman @lucy3_li @jmendelsohn2
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If you'll be attending #ACL2023 in Toronto, say hi to an AI2 researcher! Here are some of the highlights of papers being presented by our team members: https://t.co/WUOwFTnUJU
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here at #ACL2023! excited to share: 🥐paper by @cathychen23 evaluating layout-infused models on unseen visuospatial document layouts ☕️ongoing work on open source LLMs at @allen_ai 🍅ongoing work at #hci #nlproc intersection at @ai2_s2research 🧀bluesky codes dms open
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Looking for paid interview participants :) AI2 @allen_ai is creating OLMo - an open & state-of-the-art LLM. If you use LLMs for work or research, we'd love to hear your thoughts on the best ways to provide you access to OLMo. Sign up here to participate:
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Started my internship in @SemanticScholar at @allen_ai this summer (four weeks flew by 😂)! It has been a super exciting time working with @Siangliulue, @josephcc, @turingmusician, and Matt! Excited to see where our work goes with these amazing people!😀
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