Stanford NLP Group @stanfordnlp
Computational Linguists—Natural Language—Machine Learning @chrmanning @jurafsky @percyliang @ChrisGPotts @tatsu_hashimoto @MonicaSLam @Diyi_Yang @StanfordAILab nlp.stanford.edu Stanford, CA, USA Joined February 2010-
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when re-designing the homework @percyliang and i thought "if you can't beat them, join them" 🙏
when re-designing the homework @percyliang and i thought "if you can't beat them, join them" 🙏
I gave quite a personal talk yesterday at UQÀM on the history of semantics (and pragmatics), charting out a modern connectionist semantics in which meanings are tensors and LLMs are important investigative tools. YouTube link just below.
Enjoyed presenting our work on the difference between using vs. mentioning unsafe words, and what that means for AI and online discourse at the Trust & Safety conference @StanfordCyber aclanthology.org/2024.naacl-lon…
So proud of my cousin! Stanford AI Expert Yejin Choi Calls for Shared AI Infrastructure & Equit... youtu.be/yn-djp2aZTM?si… via @YouTube
@StanfordHAI @YejinChoinka @UN Stanford has a 36,000,000,000 endowment. They could build a few datacenters and release numerous open source models. It's bizarre they haven't.
"We can, and must, pursue alternative approaches to AI development that are more adaptive, more resilient, and broadly accessible to the global community." — @YejinChoinka
"We can, and must, pursue alternative approaches to AI development that are more adaptive, more resilient, and broadly accessible to the global community." — @YejinChoinka
Just had a really fun and insightful lecture with Professor Christopher Manning, one of the co-inventors of the GloVe word vectors!! His life advice: “Jump into promising new things early (with both feet)” He also commented on Yann LeCun’s “the future of AI is not LLMs”, saying…
So wonderful – an innovative way of embracing the new technology as a pedagogical tool rather than trying to resist it. This is harder than for any previous technology, but seeing this kind of assignment makes me hopeful.
So wonderful – an innovative way of embracing the new technology as a pedagogical tool rather than trying to resist it. This is harder than for any previous technology, but seeing this kind of assignment makes me hopeful.
design2code, heard that one before @ChengleiSi @Diyi_Yang
design2code, heard that one before @ChengleiSi @Diyi_Yang
LLMs are powerful, but they don't know your world. This knowledge gap can lead to generic, unhelpful, or incorrect responses. In our #UIST2025 paper, we explore how users can fill these gaps through creating a community knowledge ecosystem, giving models access to more specific…
“When only a few have the resources to build and benefit from AI, we leave the rest of the world waiting at the door,” said @StanfordHAI Senior Fellow @YejinChoinka during her address to the @UN Security Council. Read her full speech here: hai.stanford.edu/policy/yejin-c…
Saw the paper like a month ago. Now with the demo it only gets cooler :p
Saw the paper like a month ago. Now with the demo it only gets cooler :p
Very excited to teach CS329A: Self-Improving AI Agents, with @achowdhery for the second time in 2025! Course website: cs329a.stanford.edu
Very excited to teach CS329A: Self-Improving AI Agents, with @achowdhery for the second time in 2025! Course website: cs329a.stanford.edu
📜 Paper on new pretraining paradigm: Synthetic Bootstrapped Pretraining SBP goes beyond next-token supervision in a single document by leveraging inter-document correlations to synthesize new data for training — no teacher needed. Validation: 1T data + 3B model from scratch.🧵
1/ Can modern language models (LMs) accurately distinguish fact, belief, and knowledge? Our new study systematically explores this question, identifying several key limitations that have serious implications for LM applications in healthcare, law, journalism, and education.
其实关于这个课还有一件有意思的小事可以讲，这个课的主讲是斯坦福的HAI系主任Percy Liang，我在学这门课的时候想到了一个idea想用这门课github仓库里的部分代码，但发现仓库里没有License也没有引用格式，所以我给Prof.…
其实关于这个课还有一件有意思的小事可以讲，这个课的主讲是斯坦福的HAI系主任Percy Liang，我在学这门课的时候想到了一个idea想用这门课github仓库里的部分代码，但发现仓库里没有License也没有引用格式，所以我给Prof.…
Two papers on agent safety got accepted to NeurIPS 2025! 🥳 1) Dynamic Risk Assessments for Offensive Cybersecurity Agents arxiv.org/abs/2505.18384 2) Safety Devolution in AI Agents arxiv.org/abs/2505.14215
Live from Palo Alto! "The Economics of Transformative AI" @nberpubs workshop. I will be trying to live tweet (mega jet lagged--flew from HKG--, so I really hope I can keep it up) the papers presented. Watch this thread Here is the fantastic line up nber.org/conferences/ec…
Isn't the solution here obvious? Does one need to write a paper to make this point? RLHF needs an upgrade: Ask experts to look at LLM trajectories and offer not pointwise/pairwise bits, but: - written feedback - targeted edits Then work on learning algorithms (definitely not…
Isn't the solution here obvious? Does one need to write a paper to make this point? RLHF needs an upgrade: Ask experts to look at LLM trajectories and offer not pointwise/pairwise bits, but: - written feedback - targeted edits Then work on learning algorithms (definitely not…
-2016 (classic era): focus on data efficiency 2017-2025 (pretraining era): focus on compute efficiency 2026-: focus on data efficiency (again) The standard Transformer paradigm is optimized for compute efficiency. As we look at data efficiency, we'll see very different design…
-2016 (classic era): focus on data efficiency 2017-2025 (pretraining era): focus on compute efficiency 2026-: focus on data efficiency (again) The standard Transformer paradigm is optimized for compute efficiency. As we look at data efficiency, we'll see very different design…
(((ل()(ل() 'yoav)))... @yoavgo
66K Followers 2K Following
Delip Rao e/σ @deliprao
61K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Richard Socher @RichardSocher
113K Followers 1K Following CEO @youdotcom MP @aixventuresHQ Before: Stanford Adj Prof in AI/NLP, Chief Scientist at Salesforce, MetaMind
Percy Liang @percyliang
85K Followers 419 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
Christopher Manning @chrmanning
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Kyunghyun Cho @kchonyc
78K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
Graham Neubig @gneubig
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Jay Alammar @JayAlammar
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Jason Wei @_jasonwei
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Tim Dettmers @Tim_Dettmers
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Jacob Andreas @jacobandreas
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High Energy Physics a... @PSciencefather
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(((ل()(ل() 'yoav)))... @yoavgo
66K Followers 2K Following
Soumith Chintala @soumithchintala
252K Followers 1K Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Delip Rao e/σ @deliprao
61K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Richard Socher @RichardSocher
113K Followers 1K Following CEO @youdotcom MP @aixventuresHQ Before: Stanford Adj Prof in AI/NLP, Chief Scientist at Salesforce, MetaMind
Percy Liang @percyliang
85K Followers 419 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
Christopher Manning @chrmanning
152K Followers 229 Following Founder, @stanfordnlp and cs224n. Assoc. Director, @StanfordHAI. Prof. CS & Linguistics, @Stanford. GP @aixventureshq. Australian🇦🇺. Do #NLProc & #AI. 👋
Kyunghyun Cho @kchonyc
78K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
NeurIPS Conference @NeurIPSConf
140K Followers 39 Following San Diego Dec 2-7, 25 and Mexico City Nov 30-Dec 5, 25. Tweets to this account are not monitored. Please send feedback to [email protected].
Graham Neubig @gneubig
40K Followers 710 Following Associate professor @LTIatCMU. Co-founder/chief scientist @allhands_ai. I mostly work on modeling language.
Sam Bowman @sleepinyourhat
50K Followers 3K Following AI alignment + LLMs at Anthropic. On leave from NYU. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.
Horace He @cHHillee
42K Followers 536 Following @thinkymachines Formerly @PyTorch "My learning style is Horace twitter threads" - @typedfemale
Jason Wei @_jasonwei
98K Followers 638 Following ai researcher @meta superintelligence labs, past: openai, google 🧠
Thomas Wolf @Thom_Wolf
96K Followers 6K Following Co-founder at @HuggingFace - open-source and open-science
Jacob Andreas @jacobandreas
21K Followers 951 Following Teaching computers to read. Assoc. prof @MITEECS / @MIT_CSAIL / @NLP_MIT (he/him). https://t.co/5kCnXHjtlY https://t.co/2A3qF5vdJw
Yoav Artzi @yoavartzi
17K Followers 182 Following Research/prof @cs_cornell + @cornell_tech🚡 / https://t.co/9YnWry7yHs / asso. faculty director @arxiv / building https://t.co/nwrbEuwfaK and @COLM_conf
Felix Hill @FelixHill84
12K Followers 744 Following Research Scientist, Deepmind I try to think hard about everything I tweet, esp on 90s football and 80s music None of my opinions are really someone else's
Tal Linzen @tallinzen
18K Followers 899 Following Professor @nyuling and @NYUDataScience, research scientist @GoogleAI, inventor of the word "bertology"
Edward Grefenstette @egrefen
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Akaash Kolluri @KolluriAkaash
60 Followers 76 Following cs + math undergrad @stanford | hci, nlp research
Yanzhe Zhang @StevenyzZhang
500 Followers 240 Following 张彦哲, Computer Science Ph.D. student @ICatGT @GeorgiaTech @SALT_NLP Previously Intern @AdobeResearch CS undergrad @ZJU_China
Riley Carlson @riley_d_carlson
31 Followers 65 Following #AI Researcher | Stanford educated | A midwesterner who likes to think about how the mind is a machine
Seungju Han @SeungjuHan3
1K Followers 460 Following language models & reasoning. cs phd student @stanfordailab
Hunyuan @TencentHunyuan
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Shunyu Yao @ShunyuYao12
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258 Followers 222 Following CS master student @Stanford | previously undergrad @UofIllinois
Sabri Eyuboglu @EyubogluSabri
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Noam Brown @polynoamial
92K Followers 856 Following Researching reasoning @OpenAI | Co-created Libratus/Pluribus superhuman poker AIs, CICERO Diplomacy AI, and OpenAI o3 / o1 / 🍓 reasoning models
Pang Wei Koh @PangWeiKoh
4K Followers 919 Following Assistant professor at @uwcse and visiting research scientist at @allen_ai. Formerly @StanfordAILab @GoogleAI @Coursera. 🇸🇬
Jordan Juravsky @jordanjuravsky
887 Followers 263 Following AI PhD Student at Stanford, proud former goose at UWaterloo.
Houjun Liu @houjun_liu
181 Followers 149 Following CS @stanford. Reasoning enjoyer @stanfordnlp, (PO)MDPs @SISLaboratory, and speech technologies @CarnegieMellon. AGI and Emacs are cool.
Ahmad Beirami @abeirami
10K Followers 4K Following sth new // ex Gemini RL+Inference @GoogleDeepMind // Chat AI @Meta // RL Agents @EA // ML+Information Theory @MIT+@Harvard+@GeorgiaTech // زن زندگی آزادی
Mike A. Merrill @Mike_A_Merrill
626 Followers 303 Following Postdoc @StanfordAILab Building https://t.co/KWJvsMlWva with @alexgshaw and many others Go Bills
❄️Andrew Zhao❄�... @_AndrewZhao
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Jasper Jian @JasperJJian
81 Followers 78 Following PhD student @ stanford linguistics; computational and theoretical syntax; Prev: @Mila_Quebec & @mcgillu
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51K Followers 390 Following AI pioneers train, fine-tune, and run frontier models on our GPU cloud platform.
Anjiang Wei @anjiangw
291 Followers 240 Following CS PhD student @Stanford working on LLM for code. Advised by Alex Aiken. Undergraduate @PKU1898
Taylor Sorensen @ma_tay_
801 Followers 494 Following CS PhD candidate @uwcse/@uwnlp, living at and visiting @Stanford/@stanfordnlp prev @byuacme, intern @GoogleDeepMind, @allen_ai he/him
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564 Followers 815 Following PhD'ing @StanfordAILab @stanfordnlp. Previously @MSFTResearch @ToyotaResearch @GoogleDeepMind @Berkeley_AI https://t.co/Qz5IOlI3fN
Stanford CoCoLab @stanfordcocolab
96 Followers 0 Following The Computation and Cognition Lab at Stanford University, led by Noah Goodman.
Cory Shain @coryshain
2K Followers 757 Following Language in minds, brains, and machines. Linguistics prof @Stanford. He/him.
Laura Gwilliams @GwilliamsL
3K Followers 1K Following [email protected] - Assistant Prof at Stanford University - Director of the GLySN Lab - She/Her - 🏳️🌈
Ludwig Schmidt @lschmidt3
6K Followers 424 Following Assistant professor at @Stanford and member of the technical staff at @AnthropicAI.
Zhaopeng Tu @tuzhaopeng
2K Followers 192 Following Tech Lead, Digital Human Center, Tencent Multimodal Department
Moo Jin Kim @moo_jin_kim
1K Followers 98 Following CS PhD student @Stanford | Research Intern @NVIDIA | AI/ML & Robotics
Anne Ouyang @anneouyang
7K Followers 927 Following Building @Standard_Kernel, CS PhD student @Stanford | prev: cuDNN @Nvidia, M.Eng, B.S. in CS @MIT | efficient scalable self-improving AI systems | 🌽KernelBench
Simon Guo @simonguozirui
3K Followers 5K Following CS PhD student @Stanford | 🎓 @Berkeley_EECS | prev pre-training @cohere & built things at @ @anyscalecompute @nvidia
Tri Dao @tri_dao
33K Followers 632 Following Asst. Prof @PrincetonCS, Chief Scientist @togethercompute. Machine learning & systems.
Stanford Online @StanfordOnline
29K Followers 120 Following The official account for Stanford Online. Stanford Online is the Stanford School of Engineering’s portal for academic and professional education.
Bukenya Lukman @lukman_bukenya
1K Followers 5K Following Software Engineer, Data Scientist and ML Engineer. Research Enthusiast For NLP , CB, CC, CV and Compiler Design. Co-host at https://t.co/wEHn6eMryg
EdinburghNLP @EdinburghNLP
13K Followers 160 Following The Natural Language Processing Group at the University of Edinburgh.
Sameer Singh @sameer_
7K Followers 2K Following Cofounder/CTO @SpiffyAI and Prof at @UCIrvine, working on reliable LLMs, explanations for AI+ML, adversaries for NLP, and debugging/evaluation.
Anna Rogers @annargrs
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Isabelle Augenstein @IAugenstein
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