David Wadden @davidjwadden
Graduate student at @uwcse studying NLP. dwadden.github.io Joined May 2020-
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We are launching HALoGEN💡, a way to systematically study *when* and *why* LLMs still hallucinate. New work w/ @shrusti_ghela* @davidjwadden @YejinChoinka 💫 🧵 [1/n]
@soldni and I are arriving to #ACL2024 🇹🇭today! come find us at our talks & poster sessions for our OLMo & Dolma projects with @allen_ai & frens 🤩 also dont miss our poster on KIWI🥝for interactive science QA w/ our intern @brunchavecmoi & mentors @eunsolc @davidjwadden
LLMs are evaluated on the same tasks in so many different ways! 🤯 ✨ We introduce OLMES – a standard for reproducible LLM evaluations that is open, practical, completely documented, and can be applied to current leaderboards & eval code bases! ✨ 📜 arxiv.org/abs/2406.08446 1/
Introducing SciRIFF, a toolkit to enhance LLM instruction-following over scientific literature. 137k expert demonstrations in 5 categories: IE, summarization, QA, entailment, and classification; models up to 70b and code to science-tune your checkpoints included! Read more in 🧵:
Looking for a dataset to enhance language model instruction-following over scientific literature? Introducing SciRIFF, a dataset of 137K expert-written demonstrations spanning 5 essential task categories for literature understanding: information extraction, summarization,…
Introducing our best OLMo yet. OLMo 1.7-7B outperforms LLaMa2-7B, approaching LLaMa2-13B at MMLU and GSM8k. High-quality data and staged training are key. I am so proud of our team making such significant improvement in a short period after our first release.
Introducing our best OLMo yet. OLMo 1.7-7B outperforms LLaMa2-7B, approaching LLaMa2-13B at MMLU and GSM8k. High-quality data and staged training are key. I am so proud of our team making such significant improvement in a short period after our first release. https://t.co/9NNwCxAwj6
I am excited to be back at CLeaR and present this work today!
I am excited to be back at CLeaR and present this work today!
Excited to share something that we've needed since the early open RLHF days: RewardBench, the first benchmark for reward models. 1. We evaluated 30+ of the currently available RMs (w/ DPO too). 2. We created new datasets covering chat, safety, code, math, etc. We learned a lot.…
Instruction-following capabilities of LLMs are a prerequisite to AI ✒️ writing assistance. How are good current LLMs at this task? We present 🥝 𝗞𝗜𝗪𝗜, a dataset with instructions for knowledge-intensive, document-grounded writing for long-form answers to research questions.
📣 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.
OLMo is here! And it’s 100% open. It’s a state-of-the-art LLM and we are releasing it with all pre-training data and code. Let’s get to work on understanding the science behind LLMs. Learn more about the framework and how to access it here: blog.allenai.org/olmo-open-lang…
This is fantastic news!! Somewhat of a coincidence, but our paper that studies the effect of early arxiving on acceptance that suggested this effect is small and that it does not fill its purpose was accepted to CLeaR (Causal Learning and Reasoning) 2024
This is fantastic news!! Somewhat of a coincidence, but our paper that studies the effect of early arxiving on acceptance that suggested this effect is small and that it does not fill its purpose was accepted to CLeaR (Causal Learning and Reasoning) 2024
New feature alert 🚨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. Here’s an example: semanticscholar.org/paper/SPECTER%…
Check out the Tulu 2 suite 🐪, a set of Llama-2 models finetuned+DPO-trained on a mixture of publicly available datasets! Our best-performing models are competitive with SoTA open models on a range of benchmarks incl. AlpacaEval and MT-Bench. 📜Paper: arxiv.org/abs/2311.10702
Check out the Tulu 2 suite 🐪, a set of Llama-2 models finetuned+DPO-trained on a mixture of publicly available datasets! Our best-performing models are competitive with SoTA open models on a range of benchmarks incl. AlpacaEval and MT-Bench. 📜Paper: arxiv.org/abs/2311.10702 https://t.co/I9JxnEBGUS
Using LLMs for query or document expansion in retrieval (e.g. HyDE and Doc2Query) have scores going 📈 But do these approaches work for all IR models and for different types of distribution shifts? Turns out its actually more 📉 🚨 📝 (arxiv soon): orionweller.github.io/assets/pdf/LLM…
Interested in a better way to explore #VLDB2023 papers? Try exp-sum.apps.allenai.org 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
Absolutely thrilled🎉 to receive the @aclmeeting #ACL2023NLP 🏆Outstanding Paper Award🏆 for our work on cognitive reframing of negative thoughts! A huge shoutout to the diverse team behind this work @uwcse @uwnlp @MentalHealthAm and @StanfordHealth 💖
Absolutely thrilled🎉 to receive the @aclmeeting #ACL2023NLP 🏆Outstanding Paper Award🏆 for our work on cognitive reframing of negative thoughts! A huge shoutout to the diverse team behind this work @uwcse @uwnlp @MentalHealthAm and @StanfordHealth 💖
Does arXiving have a casual effect on acceptance? The answer is nuanced, and depends on what assumptions you are willing to make, but arguably more importantly, we observe no difference in acceptance for different groups. arxiv.org/abs/2306.13891
🦙🐪🐫 So many instruction tuning datasets came out recently! How valuable are they, and how far are open models really from proprietary ones like ChatGPT? 🧐We did a systematic exploration, and built Tülu---a suite of LLaMa-tuned models up to 65B! 📜arxiv.org/abs/2306.04751
Today we're thrilled to announce our new undertaking to collaboratively build the best open language model in the world: AI2 OLMo. Uniquely open, 70B parameters, coming early 2024 – join us! blog.allenai.org/announcing-ai2…
Akari Asai @AkariAsai
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Tim Dettmers @Tim_Dettmers
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Ofir Press @OfirPress
15K Followers 6K Following I build tough benchmarks for LMs and then I get the LMs to solve them. SWE-bench & SWE-agent. Postdoc @Princeton. PhD @nlpnoah @UW.
Ai2 @allen_ai
73K Followers 409 Following Breakthrough AI to solve the world's biggest problems. › Join us: https://t.co/MjUpZpKPXJ › Newsletter: https://t.co/k9gGznstwj
Luca Soldaini 🎀 @soldni
11K Followers 1K Following I like tokens! I lead the OLMo data team at @allen_ai w/ @kylelostat. Open source is fun 🤖☕️🍕🏳️🌈 Opinions are sampled from my own stochastic parrot
Tim Althoff @timalthoff
5K Followers 2K Following Associate Professor @UWCSE developing computational methods that leverage large-scale behavioral data to improve human well-being. Recruiting PhD students :-)
Jiacheng Liu @liujc1998
2K Followers 228 Following 🎓 PhD'ing @uwcse @uwnlp. 🧪 Cooking @allen_ai. 🛩 Private pilot. Prev: 🧑💻 @oculus, 🎓 @IllinoisCS. 📖 🥾 🚴♂️ 🎵 ♠️
Inna Lin @iwylin
914 Followers 1K Following PhD Student @uwcse @uwnlp | Visiting Researcher @AIatMeta
Sara Hooker @sarahookr
49K Followers 9K Following I lead @Cohere_Labs. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, ML reliability. Changing spaces where breakthroughs happen.
Liwei Jiang @liweijianglw
2K Followers 540 Following 姜力炜 • Ph.D. candidate @uwnlp | visiting @stanford | @nvidia @allen_ai 🧊 advancing AI & understanding humans & benefiting society 🏔️ lifetime adventurer
Eunsol Choi @eunsolc
6K Followers 910 Following on natural language processing / machine learning. assistant prof at @NYUDataScience @NYU_Courant prev @UTCompSci @googleai, @uwcse, @Cornell.
Tao Yu @taoyds
5K Followers 888 Following @XLangNLP lab, asst. prof. @HKUniversity. author of OpenCUA, OSWorld, Aguvis, Spider, OpenAgents, Text2Reward, Instructor. prev. postdoc @uwnlp; phd @Yale.
Pasquale Minervini @PMinervini
9K Followers 5K Following Research in ML/NLP at the U of Edinburgh (tenured faculty @InfAtEd @EdinburghNLP), Co-Founder @Miniml_AI, @ELLISforEurope Scholar, https://t.co/5dUI3EFexo
Vivek Gupta @keviv9
3K Followers 5K Following Assistant Professor @SCAI_ASU; PostDoc @cogcomp @Penn, ed-@UUtah,@iitkanpur. @Bloomberg @MSFTResearch Fellow; ex-@MetaAI @IBM @Verisk @samsungresearch @Synopsys
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Pensé FFun @inftyCategory
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Vuk Rosić @VukRosic99
118 Followers 751 Following 🤖 AI Research 📊 Transformers, Diffusion, Pretraining 🤝 Explaining & Doing AI Research 🎥 My YouTube below, Bilibili: vuk_ai 🧑🎓 我在学习中文，随时可以跟我用中文聊天
Aneek Roy @lowestCmmnDenom
280 Followers 5K Following RA @IIT Delhi | MS @nyuniversity in Computer Engineering @nyutandon । ex-SDE @gehealthcare । JUCSE'18 @JUFET
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950 Followers 2K Following Machine Learning @ Netflix | MS CS @ UIUC | ML, NLP, Social Computing research
MohammadHossein Rezae... @mhrezaeics
78 Followers 534 Following Post-training Research Intern @scale_AI | Ex Research Intern @StanfordNLP | CS @UArizona
Daniel Nisnevich @DanielNisnevich
8 Followers 187 Following BSc CS @ HUJI 👨🏻💻| Interested in NLP, Deep Learning, & Model Evaluation 📝
Manoj Acharya @manoja328
630 Followers 7K Following Mostly Interested in safe and aligned (neural inspired) Machine Intelligence ; PhD from Rochester Institute of Technology
Thijs Bergkamp @ThijsBergkamp
82 Followers 7K Following
Spiros Xanthos @spirosx
2K Followers 760 Following CEO & Founder @ResolveAI. Prev: SVP/GM @Splunk Observability. Founder Omnition (acq'd by Splunk) and Log Insight (acq'd by VMware). Helped start @OpenTelemetry
VegetaAvatar @VeGeTaX29
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Shrusti Ghela @shrusti_ghela
76 Followers 647 Following Independent Researcher • Looking for PhD positions
Abhilash Nandy @abhilash_nandy
278 Followers 2K Following PhD in NLP and Multimodal Applications at @cnerg Lab @IITKgp | @MSFTResearch India PhD Awardee | PM Research Fellow | Prev. Intern @l3s_luh @AdobeResearch
Amit Roy @AmitRoy7781
323 Followers 3K Following PhD Student @PurdueCS | Research Intern @Amazon Finance Technology summer '25 | #LLMReasoning #NLP #DeepLearning #DataMining Researcher
Mahmoud Amiri @Ma2168am
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Mimansa Jaiswal @MimansaJ
4K Followers 5K Following Currently RS @aiatmeta | LLMs/SLMs | Data, Evals and Agentic System Orchestration
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Steven Jin Huang @JinHuang9306000
143 Followers 613 Following PhD student at University of Michigan, Ann Arbor
Allen Schmaltz @Allen_Schmaltz
691 Followers 3K Following AI/ML @ Reexpress AI (https://t.co/z0yUIZBt1l) | Research: AI:=Introspection+Updatability+Uncertainty (Similarity⧉Distance⧈Magnitude⧇)
Bingbing Wen @bingbingwen1
313 Followers 599 Following PhD student @UW_iSchool LLMs in expertise domain, multi-modality | prev intern @MSFTResearch | #NLProc
Christian Jonathan An... @ecoonis1
196 Followers 1K Following Teaching researcher: Educative Technology Ph.D. (Tecnología Educativa) SNI 1 - CONACYT - Virtual World - AI - VR - 3D IDE - EDIT - Spatial Computing
Chao-Chun (Joe) Hsu @chaochunh
343 Followers 1K Following Applied Scientist at AWS. PhD from UChicago @chicagohai
Jesse Dodge @JesseDodge
3K Followers 2K Following Research Scientist at Meta. 10-yr test-of-time ACL 22, Best Demo ACL 25, Best Resource Paper ACL 24, Best Theme Paper ACL 24, Best Student Paper NAACL 15 🏳️🌈
Michael Ryan @michaelryan207
2K Followers 1K Following Incoming PhD Student @stanfordnlp || Working on DSPy 🧩 || Prev @GeorgiaTech @Microsoft @SnowflakeDB
nick nassuphis @NNassuphis
155 Followers 6K Following
JASON @zot4_4
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Muhammad Khalifa @MKhalifaaaa
656 Followers 508 Following Ph.D. student at @Umich, previously @cohere, @allenai, @AmazonScience, and @NaverLabsEurope. Interested in LLM reasoning, verifiers, and web agents.
Chenchen Ye @chenchenye_ccye
832 Followers 914 Following CS PhD student @UCLA, Intern @scale_AI | Prev Intern @MSFTResearch | Prev Undergrad @NUSingapore | Generative Models
Simone Tedeschi @SimoneTedeschi_
1K Followers 1K Following Applied Scientist @Amazon AGI • PhD @SapienzaRoma
Shruti Singh @ ACL 20... @shruti_rsingh
248 Followers 2K Following Representation Learning for Scientific Literature | #NLProc | Fulbright fellow @yale | CS Ph.D. Student @iitgn | Past @daiictofficial
Adebisi Tajudeen @taj7303
3 Followers 73 Following
Xiaoya Li @xxiaoyali_
1 Followers 213 Following
V. Gurucharan @DrVGCharan
432 Followers 7K Following Chief AI Officer | NLP Research | AI Governance | PhD (String Theory) | Geopolitics
Yumo Xu @yumo_xu
758 Followers 2K Following AI Scientist at AWS AI Labs (@AmazonScience). PhD @EdinburghNLP. I research, build, and evaluate AI systems. Opinions are my own.
Max Glockner @max_glockner
150 Followers 403 Following PhD student @UKPLab @TUDarmstadt | 🎓 working on automated fact-checking with #NLProc.
Varun Yerram @varunyer
711 Followers 1K Following PhD'ing @NYUDataScience | Ex @GoogleDeepMind | IITG
Yue Guo @YueGuo10
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Akari Asai @AkariAsai
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Tim Dettmers @Tim_Dettmers
38K Followers 991 Following Creator of bitsandbytes.Research Scientist @allen_ai and incoming professor @CarnegieMellon. I blog about deep learning and PhD life at https://t.co/Y78KDJJFE7.
Sewon Min @sewon__min
13K Followers 815 Following Assistant professor @Berkeley_EECS @berkeley_ai || Research scientist at @allen_ai || PhD from @uwcse @uwnlp
(((ل()(ل() 'yoav)))... @yoavgo
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Yizhong Wang @yizhongwyz
6K Followers 1K Following Incoming assistant professor @UTCompSci, RS @BytedanceTalk, PhD from @uwcse, formerly @allen_ai @AIatMeta @MSFTResearch
Allen School @uwcse
11K Followers 3K Following The Paul G. Allen School of Computer Science & Engineering educates tomorrow's innovators while developing solutions to humanity's greatest challenges.
Gabriel Ilharco @gabriel_ilharco
7K Followers 1K Following AI Research Scientist at Meta. Prev. PhD at UW, Google Research, xAI
Sachin Gururangan @ssgrn
6K Followers 251 Following Researcher @AnthropicAI Prev:🦙 @aiatmeta, @allen_ai PhD @uwcse + @uwnlp
Ofir Press @OfirPress
15K Followers 6K Following I build tough benchmarks for LMs and then I get the LMs to solve them. SWE-bench & SWE-agent. Postdoc @Princeton. PhD @nlpnoah @UW.
Ai2 @allen_ai
73K Followers 409 Following Breakthrough AI to solve the world's biggest problems. › Join us: https://t.co/MjUpZpKPXJ › Newsletter: https://t.co/k9gGznstwj
Tim Althoff @timalthoff
5K Followers 2K Following Associate Professor @UWCSE developing computational methods that leverage large-scale behavioral data to improve human well-being. Recruiting PhD students :-)
Sebastian Riedel (@ri... @riedelcastro
17K Followers 460 Following Researcher in NLP/ML @deepmind, @ucl_nlp, @[email protected] on Mastodon
Jiacheng Liu @liujc1998
2K Followers 228 Following 🎓 PhD'ing @uwcse @uwnlp. 🧪 Cooking @allen_ai. 🛩 Private pilot. Prev: 🧑💻 @oculus, 🎓 @IllinoisCS. 📖 🥾 🚴♂️ 🎵 ♠️
Zachary Lipton @zacharylipton
63K Followers 2K Following Cofounder & CTO: @AbridgeHQ, Professor: CMU/@acmi_lab, Creator: @d2l_ai & https://t.co/QQt98VNLUp, Relapsing 🎷
Inna Lin @iwylin
914 Followers 1K Following PhD Student @uwcse @uwnlp | Visiting Researcher @AIatMeta
Sarah Wiegreffe @sarahwiegreffe
5K Followers 1K Following Research in NLP (mostly LM interpretability & explainability). Assistant prof @umdcs @clipumd Formerly @allen_ai @uwnlp @icatgt @gtcomputing Views my own.
Abhilasha Ravichander @lasha_nlp
4K Followers 2K Following Research in Natural Language Processing (#NLProc) Incoming assistant prof @mpi_sws_ Postdoc @uwnlp | PhD @SCSatCMU @LTIatCMU Accepting PhD students/interns
Shangbin Feng @shangbinfeng
4K Followers 2K Following PhD student @uwcse @uwnlp. Model collaboration, social NLP, networks and structures. #水文学家
Mechanical Dirk @mechanicaldirk
879 Followers 270 Following Principal Engineer at @allen_ai. Engineering Lead of the OLMo project.
Nathan Lambert @natolambert
56K Followers 853 Following Figuring out AI @allen_ai, open models, RLHF, fine-tuning, etc Contact via email. Writes @interconnectsai Wrote The RLHF Book Mountain runner
Taylor Sorensen @ma_tay_
791 Followers 483 Following CS PhD candidate @uwcse/@uwnlp, living at and visiting @Stanford/@stanfordnlp prev @byuacme, intern @GoogleDeepMind, @allen_ai he/him
Yuntian Deng @yuntiandeng
8K Followers 3K Following Assistant Professor @UWaterloo | Visiting Professor @NVIDIA | Associate @Harvard | Faculty Affiliate @VectorInst | Former Postdoc @ai2_mosaic | PhD @Harvard
Fangyuan Xu @brunchavecmoi
508 Followers 611 Following 许方园👩🏻💻phd student @ nyu, interested in natural language processing, also via fangyuanxu.🦋.social
Yao Fu @Francis_YAO_
20K Followers 2K Following Research Scientist at @GoogleDeepMind I study complex, multimodal, interactive reasoning. Opinions are my own
Artidoro Pagnoni @ArtidoroPagnoni
1K Followers 603 Following PhD @uwnlp @AIatMeta. Bending the scaling laws.
Kalpesh Krishna @kalpeshk2011
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AKBC 2022 @akbc_conf
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Noah A. Smith @nlpnoah
17K Followers 194 Following NLP&ML researcher. Prof @uwcse @uwnlp & helper @allen_ai @ai2_allennlp. Have not been accepting new followers here for some time, please try a better platform.
Colin Lockard @ColinLockard
62 Followers 463 Following Computer science researcher (AI, NLP), formerly @uwcse, now at Amazon. On Mastodon at @[email protected]
Semantic Scholar @SemanticScholar
12K Followers 2K Following 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.
Minjoon Seo @seo_minjoon
2K Followers 578 Following Co-Founder & CEO at Config Intelligence, Associate Professor at KAIST
Kung-Hsiang Steeve Hu... @steeve__huang
1K Followers 284 Following Research Scientist @SFResearch | Formerly: PhD @UofIllinois, PhD Fellow @AmazonScience, MSc @USCViterbi, BEng @HKUST | He/him/his 🇹🇼 | #NLP
Nandan Thakur @beirmug
2K Followers 3K Following PhD @uwaterloo🌲 IR & NLP | I like good evals🔎 l Prev: intern @DbrxMosaicAI @GoogleAI & RA @UKPLab | https://t.co/kxQprYr7Xn, https://t.co/YVvVjSyXOS, TREC-RAG and FreshStack! ✨
Anna Wegmann @anna_wegmann
222 Followers 243 Following PhD candidate in NLP @UniUtrecht | Measuring language variation with ML/NLP | now mainly on 🦋 via https://t.co/gpk3bBPSrd
Tal August @tal_august
679 Followers 291 Following Assistant professor @IllinoisCS, prev @allen_ai and @uwcse. HCI + NLP. Designing language for different people.
Pedram Hosseini @PedramHosseini
1K Followers 1K Following 🏥 Medical Sphere: https://t.co/BYz5GGIlOV AI Lead @LavitaAI | CS PhD @GWtweets
Dean Carignan @DeanCarignan
1K Followers 2K Following Chief of Staff for @Microsoft's Chief Scientific Officer; exploring responsible practices in AI, Data Science, ML Ops. Ex: @MSFTReseach @Mckinsey, @Worldbank
Xia Zeng @XiaZeng2
121 Followers 353 Following PhD student at @QMUL @QMCogSci Automated Fact Checking | Natural Language Processing | Machine Learning | Formal Semantics | Active Learning
Xiangci Li, Ph.D. @jacklxc
174 Followers 370 Following #NLProc; Applied Scientist @AWS; Ex- @Google @Amazon @TencentGlobal @Baidu @czi @USC_ISI @erlichlab; PhD @UT_Dallas; MS @CSatUSC; BS @nyushanghai 🇨🇳🇯🇵🇺🇸
Dustin Wright @dustin_wright37
999 Followers 604 Following Postdoc @uni_copenhagen @CopeNLU | Making the world's knowledge reliable and accessible w/ ML + NLP | Former @umsi @allen_ai @IBMResearch @ucsd_cse
Qisheng Li @QishengLi
367 Followers 532 Following
Sravanthi Parasa MD @sravmd
692 Followers 146 Following Gastroenterologist | Clinical Researcher | Epidemiology | Meaningful AI in healthcare | #AI #ML | Med Innovation
Sean Welleck @wellecks
7K Followers 227 Following Assistant Professor at CMU. Marathoner, @thesisreview.
Aida Amini @amini_aida
168 Followers 149 Following Computer Science PhD student at university of Washington
Madeleine van Zuylen @MadyvanZuylen
17 Followers 14 FollowingTrends for United States
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