MIT NLP @nlp_mit
NLP Group at @MIT_CSAIL! PIs: @yoonrkim @jacobandreas @lateinteraction @pliang279 @david_sontag, Jim Glass, @roger_p_levy Cambridge, MA Joined March 2025-
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For agents to improve over time, they can’t afford to forget what they’ve already mastered. We found that supervised fine-tuning forgets more than RL when training on a new task! Want to find out why? 👇
Since my undergraduate days at CMU, I've been participating in puzzlehunts: involving complex, multi-step puzzles, lacking well-defined problem definitions, with creative and subtle hints and esoteric world knowledge, requiring language, spatial, and sometimes even physical…
Since my undergraduate days at CMU, I've been participating in puzzlehunts: involving complex, multi-step puzzles, lacking well-defined problem definitions, with creative and subtle hints and esoteric world knowledge, requiring language, spatial, and sometimes even physical… https://t.co/fEZV8Hujdb
✨New work on mathematical reasoning and attribution is now on arXiv! When given charts and questions, multimodal LLMs generate answers but often lack attribution (which granular chart elements drove the answer). If it sounds interesting, please read arxiv.org/abs/2508.16850 🗞️
A bit late, but finally got around to posting the recorded and edited lecture videos for the **How to AI (Almost) Anything** course I taught at MIT in spring 2025. Youtube playlist: youtube.com/watch?v=0MYt0u… Course website and materials: mit-mi.github.io/how2ai-course/… Today's AI can be…
It seems GPT‑OSS is very prone to hallucinations … check out our RLCR paper to see how we trained reasoning models to know what they don't know. Website 🌐 and code 💻 out today! rl-calibration.github.io 🚀
Scaling CLIP on English-only data is outdated now… 🌍We built CLIP data curation pipeline for 300+ languages 🇬🇧We train MetaCLIP 2 without compromising English-task performance (it actually improves! 🥳It’s time to drop the language filter! 📝arxiv.org/abs/2507.22062 [1/5] 🧵
🚨new paper alert!🚨 rl for calibration 🚀🚀🚀
fun new paper training LLMs to analyze their own uncertainty and be more calibrated in their confidence! arxiv.org/abs/2507.16806
fun new paper training LLMs to analyze their own uncertainty and be more calibrated in their confidence! arxiv.org/abs/2507.16806
Check out this new paper training LLMs to analyze their own uncertainty and be more calibrated! from @MehulDamani2 @ishapuri101 @StewartSlocum1 @IdanShenfeld and co!
Check out this new paper training LLMs to analyze their own uncertainty and be more calibrated! from @MehulDamani2 @ishapuri101 @StewartSlocum1 @IdanShenfeld and co!
I'm currently in Vancouver for #ICML2025 this week and will present our work, "Understanding the Emergence of Multimodal Representation Alignment" later today at 4:30pm. Come by to chat!
If you are interested in questioning how we should pretrain models and create new architectures for general reasoning - then checkout E606 @ ICML, our position by @seungwookh and I on potential directions for the next generation reasoning models!
Presenting our ICML spotlight poster at today 11am @ E-606 w/ @jyo_pari! We need to fundamentally change how we train to achieve true reasoning. Reward-based Pretraining (RPT) > Supervised Pretraining
Presenting our ICML spotlight poster at today 11am @ E-606 w/ @jyo_pari! We need to fundamentally change how we train to achieve true reasoning. Reward-based Pretraining (RPT) > Supervised Pretraining
We will present the work TODAY at 4:30 PM at West Hall #421 with a huge poster! Come visit us!
We will present the work TODAY at 4:30 PM at West Hall #421 with a huge poster! Come visit us! https://t.co/2fzaawpcgG
Excited to be here at #ICML2025 to present our paper on 'pragmatic misalignment' in (deployed!) RAG systems: narrowly "accurate" responses that can be profoundly misinterpreted by readers. It's especially dangerous for consequential domains like medicine! arxiv.org/pdf/2502.14898
I'll be presenting "(How) Do Language Models Track State" at ICML! Come by our poster tomorrow, Tuesday July 15 from 4:30pm - 7pm to chat about LMs and whether/how they encode dynamic world models! 🔗 icml.cc/virtual/2025/p…
I'll be presenting "(How) Do Language Models Track State" at ICML! Come by our poster tomorrow, Tuesday July 15 from 4:30pm - 7pm to chat about LMs and whether/how they encode dynamic world models! 🔗 icml.cc/virtual/2025/p… https://t.co/TBEb7FHUJZ
How do task vectors emerge during pretraining—and can they predict ICL performance? Come see our ICML spotlight poster "Emergence and Effectiveness of Task Vectors in ICL" at 11am @ East Hall A-B (#E-2312) with @jinyeop_song! 🔗 icml.cc/virtual/2025/p…
At #ICML 🇨🇦 this week. I'm convinced that the core computations are shared across modalities (vision, text, audio, etc). The real question is the (synthetic) generative process that ties them. Reach out if you have thoughts or want to chat!
I will be in Vancouver🇨🇦 for #ICML2025 this week and present #SelfCite on Tuesday morning. Happy to chat and connect. See you there! Blog post link: selfcite.github.io
I will be in Vancouver🇨🇦 for #ICML2025 this week and present #SelfCite on Tuesday morning. Happy to chat and connect. See you there! Blog post link: selfcite.github.io
Come check out our ICML poster on combining Test-Time Training and In-Context Learning for on-the-fly adaptation to novel tasks like ARC-AGI puzzles. I will be presenting with @jyo_pari at E-2702, Tuesday 11-1:30!
📣 Excited to announce SpaVLE: #NeurIPS2025 Workshop on Space in Vision, Language, and Embodied AI! 👉 …vision-language-embodied-ai.github.io 🦾Co-organized with an incredible team → @fredahshi · @maojiayuan · @DJiafei · @ManlingLi_ · David Hsu · @Kordjamshidi 🌌 Why Space & SpaVLE? We…
Nadav Timor @NadavTimor
722 Followers 7K Following LLM inference, speculative decoding, open source. Built novel decoding algorithms – default in Hugging Face Transformers (147k+ ⭐). Making LLMs faster + cheaper
Ethan Lam @ethanmlam
300 Followers 833 Following @fivewlabs make research go viral | living @mission__ctrl | prev @UCBerkeley, @calblockchain
Alex @ngibuiniG
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Nirvana Joshi @nirvana2029
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高照明 @Prof_Z_M_GAO
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Arthur Marçal Flores @artMarcal
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Shinジャス @Shin_Jasu
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anonimize @unkonwn_anoni
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ķhatora @Mo7amed_khater1
40 Followers 120 Following student at Cairo university, computer engineering department
!.! @xypyth
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Sakshi Singh @SakshiSingh1708
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Akhil @akhil_deo1
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Arun Gopalakrishnan @arungk
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[email protected] @feoh
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Kenton Van @v6g7hcmmk8
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social_media@neural-d... @NeuralDispatch1
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Glo @ggloey
41 Followers 412 Following A child of God and a Cybersecurity specialist | Building Resilient Systems, Defending Against Threats, Protecting Critical Assets, Securing the Future....
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Tuğra Tengilimoğlu @tugrateng
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童小飞 @5iCAHhAqP897443
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Jan Luca Scheerer @jlscheerer
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zucked @cangrello
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Ahmed @elshawaf121204
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Biswaranjan @Arnestoph
11 Followers 192 Following IITKGPian. CP, Systems and Stats . Kafka and Dostoyevsky made me existentialist :)
Ihsan Salman @IhsanSSalman
65 Followers 2K Following EAC @IEEE | Web Officer & Social Media Manager @ieeenorthumbria | Community Member @iet_northumbria. Spreading the vision the Technology for Humanity.
Runfeng Zhang @RunfengZha
3 Followers 90 Following
Ed @ed_bjr
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Sean @SeanCao253269
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Leonardo Gonzalez @archimagos
158 Followers 557 Following VP of AI Center of Excellence, Trilogy AI Research & Development | Technical Leadership
CEO - אלוהי הב... @IDC_GOD
3 Followers 24 Following 1.We learn from history that we do not learn from history. 2.Nothing great in the world was accomplished without passion. --- Hegel
Mahika Wason @wasonmahika
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Vansarla Anil @vnvanilkumar
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Hannah @hannah_k_lee
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Ivan @entrophyx
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Youssef Gomaa @Youssef11570063
5 Followers 187 Following
محمد الشعلا... @iMsh3lan
3K Followers 340 Following شريك مؤسس @dealapp_sa، وأسست سابقًا @amaniapp، خريج @kfupm و @bu_tweets، باحث دكتوراة في أمن واعتمادية الذكاء الاصطناعي في @ucl
The AI Timeline @TheAITimeline
24K Followers 1 Following covering the latest AI & LLM research /// see "highlights" for all previous weekly threads /// building the best AI paper search engine @findmypapersai
Adam Zweiger @AdamZweiger
940 Followers 415 Following Rethinking how language models learn | Researcher @MIT_CSAIL
Tianyuan Zhang @tianyuanzhang99
2K Followers 920 Following PhDing in@MIT, towards general intelligence and lifelong machine M.S. in CMU, B.S. in PKU.
Ben Lipkin @ben_lipkin
675 Followers 1K Following phd @mit. intern @apple. research genlm. language, programs, probability.
Ben Cohen-Wang @bcohenwang
175 Followers 230 Following Machine learning PhD student at MIT advised by Aleksander Madry
Alex Gu @minimario1729
4K Followers 2K Following intern @ meta, mit phd student (on job market!), llm for math+code / prev nvidia, aws, jane street / enjoys 🎹✈️⛷️⛵
Andrew Rouditchenko �... @arouditchenko
446 Followers 545 Following PhD student at MIT working on multi-modal and multilingual speech. I was an intern at @AIatMeta and @Apple MLR.
Heng-Jui Chang @hjchang87
168 Followers 165 Following 🎓 PhD Candidate @MIT_CSAIL 🧪 Research Scientist Intern @AIatMeta
Hongyin Luo @lhyTHU
267 Followers 426 Following Building Subconscious. Research Scientist @MIT_CSAIL, Ph.D. @MITEECS, B.Eng. @Tsinghua_Uni @TsinghuaNLP
Yung-Sung Chuang @YungSungChuang
1K Followers 679 Following PhD student @MIT_CSAIL | Intern @MetaAI @Microsoft @MITIBMLab | BS @NTU_SPML in #Taiwan
idan shenfeld @IdanShenfeld
224 Followers 100 Following PhD student @MIT, Student Researcher @GoogleDeepMind
Vighnesh Subramaniam @su1001v
81 Followers 52 Following PhD student @ MIT EECS + @MIT_CSAIL https://t.co/UDgL88atg9
[email protected] @ddvd233
20K Followers 1K Following PhD Student @MIT Media Lab | Multimodal LLMs | MS in Computer Science @Stanford, RA at @StanfordSVL supervised by @drfeifei | 艾默里归宅部荣誉部员｜日本語本当下手
Chanwoo Park @chanwoopark20
1K Followers 1K Following Games, Multi-agent (gen) AI | @speedrun SR003 | @mit EECS Ph.D. Candidate
Hang Jiang @hjian42
2K Followers 2K Following 𝘽𝙪𝙞𝙡𝙙𝙞𝙣𝙜 𝙂𝙚𝙣𝙚𝙧𝙖𝙩𝙞𝙫𝙚 𝘼𝙄 𝙛𝙤𝙧 𝙖 𝙃𝙚𝙖𝙡𝙩𝙝𝒚 𝒂𝒏𝒅 𝘾𝙤𝙣𝙣𝙚𝙘𝙩𝙚𝙙 𝙎𝙤𝙘𝙞𝙚𝙩𝙮 | PhD @MIT ’25 | Incoming Asst. Prof. @Northeastern
Boyuan Chen @BoyuanChen0
4K Followers 501 Following Researcher @OpenAI, core member of GPT image generation. PhD @MITEECS, where I worked on video world models, RL, and robotics. Ex @GoogleDeepMind, @berkeley_ai
Sharut Gupta @sharut_gupta
2K Followers 899 Following PhD @MIT_CSAIL | Previously @GoogleDeepMind (Gemini), @AIatMeta
Jeremy Bernstein @jxbz
6K Followers 607 Following 🧪 @thinkymachines ✍️ anon feedback @ https://t.co/RIhBhjMRdD
Athul Paul Jacob @apjacob03
1K Followers 487 Following Co-created AIs: CICERO, Diplodocus | Ex: @MIT_CSAIL PhD, @UWaterloo, @google, FAIR @MetaAI, @MSFTResearch AI, @MITIBMLab, @Mila_Quebec
Akarsh Kumar @akarshkumar0101
2K Followers 728 Following PhD Student @MIT_CSAIL RS Intern @SakanaAILabs RL, Meta-Learning, Emergence, Open-Endedness, ALife
Roger Levy @roger_p_levy
4K Followers 389 Following @rplevy.bsky.social | Director, MIT Computational Psycholinguistics Laboratory | Past President, Cognitive Science Society | Chair of the MIT Faculty | He
Paul Liang @pliang279
8K Followers 815 Following Assistant Professor MIT @medialab @MITEECS @nlp_mit || PhD from CMU @mldcmu @LTIatCMU || Foundations of multisensory AI to enhance the human experience.
Omar Khattab @lateinteraction
24K Followers 3K Following Asst professor @MIT EECS & CSAIL (@nlp_mit). Author of https://t.co/VgyLxl0oa1 and https://t.co/ZZaSzaRaZ7 (@DSPyOSS). Prev: CS PhD @StanfordNLP. Research @Databricks.
Hadeel Alnegheimish @halnegheimish
375 Followers 348 Following I tweet, occasionally. Postdoc @MIT_CSAIL. Previously Computing PhD @imperialcollege, R.S. intern @DeepMind
Shannon Shen @shannonzshen
1K Followers 2K Following PhD Student @MIT_CSAIL | previously @allen_ai @semanticscholar @harvard @brownuniversity
Jacob Andreas @jacobandreas
20K Followers 951 Following Teaching computers to read. Assoc. prof @MITEECS / @MIT_CSAIL / @NLP_MIT (he/him). https://t.co/5kCnXHjtlY https://t.co/2A3qF5vdJw
Leshem (Legend) Chosh... @LChoshen
5K Followers 687 Following 🥇 LLMs together (co-created model merging, BabyLM, https://t.co/MzhDgAjfxQ) 🥈 Spreading science over hype in #ML & #NLP Proud shareLM💬 Donor @IBMResearch & @MIT_CSAIL
Morris Yau @MorrisYau
208 Followers 41 Following @MIT @Google Phd candidate in Computer Science doing research in foundational aspects of ML and NLP.
Alana Marzoev @alanamarzoev
929 Followers 903 Following Currently: AI research @ MIT. Previously: founder/CEO at @readysetio, research @ Microsoft, UC Berkeley, Cornell.
Ġabe Ġrand @gabe_grand
1K Followers 317 Following PhD Student @MIT CSAIL: 🤖 & 🧠 dreamcoder & vibecoder
Belinda Li @belindazli
2K Followers 670 Following PhD student @MIT_CSAIL | formerly SWE @facebookai, BS'19 @uwcse | NLP, ML
Andi Peng @TheAndiPenguin
4K Followers 804 Following Researcher @AnthropicAI | PhD @MIT_CSAIL | formerly @MSFTResearch @Yale @WHOSTP | cats are dope.
Pratyusha Sharma @pratyusha_PS
3K Followers 402 Following PhD student @MIT_CSAIL. Studying 🐳 ,🤖 and language.
Yoon Kim @yoonrkim
445 Followers 539 Following
Isha Puri @ishapuri101
766 Followers 389 Following AI / NLP PhD-ing @MIT_CSAIL @nlp_mit, currently @AbridgeHQ prev @Harvard /HBS
Linlu Qiu @linluqiu
880 Followers 664 Following PhD student @MIT_CSAIL | formerly AI resident @Google
Tiwa Eisape @tiwa_eisape
1K Followers 867 Following PhD student at @MIT working on NLP and cognitive science - @NSF grfp fellow. Previously at @GoogleAI and @Meta FAIR
Ani N @Ani_nlp
51 Followers 70 Following NLP Ph.D candidate at MIT. Probably reading when I should be coding. Blog at https://t.co/Ne9MXXZxmD
Songlin Yang @SonglinYang4
12K Followers 3K Following PhD-ing @MIT_CSAIL. Working on scalable and principled algorithms in #LLM and #MLSys. In open-sourcing I trust 🐳. she/her/hers
Han Guo @HanGuo97
3K Followers 4K Following PhD Student @MIT_CSAIL | Past: @LTIatCMU @MITIBMLab @UNCNLP, @SFResearch, @BaiduResearch | Machine Learning, NLP.
Alexis Ross @alexisjross
3K Followers 942 Following phd-ing @MIT_CSAIL, working on AI for education | formerly @allen_ai, @harvard ‘20
Zhaofeng Wu @zhaofeng_wu
2K Followers 263 Following PhD student @MIT_CSAIL | Previously @allen_ai | MS'21 BS'19 BA'19 @uwnlpTrends for United States
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