Sofian Zalouk @sofianzalouk

CS PhD Student @Cornell | Prev. @Stanford & @UofT Joined May 2025

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Linxi Zhao @linxizhao4

a year ago

🚀Excited to share our latest work: LLMs entangle language and knowledge, making it hard to verify or update facts. We introduce LMLM 🐑🧠 — a new class of models that externalize factual knowledge into a database and learn during pretraining when and how to retrieve facts instead of memorizing them. 🧠Why LMLM? • Learning to look up facts is easier than memorization • Externalizing knowledge improves factual precision • Enables instant machine unlearning by design LMLM opens new directions for how future language models can manage and access knowledge. 📄 [ArXiv] arxiv.org/pdf/2505.15962 🌐 [Project Page] linxi-zhao.github.io/LMLM-site/ 💻 [Code] github.com/kilian-group/L… 🎤 [Talk] simons.berkeley.edu/talks/kilian-w… Huge thanks to my amazing collaborators: @linxizhao4 @sofianzalouk Christian Belardi Justin Lovelace @JinPZhou And to our incredible advisors @KilianQW, @yoavartzi, and @JenJSun for their generous support and insight.

Laura Zielinski @lcziel

8 Followers 22 Following

Mainline Economics | Idea page | ramblings of a schizo

Louis @Louis9687221579

99 Followers 4K Following Mainline Economics | Idea page | ramblings of a schizo

Spread love not hate 🌈❤🥰💜
Be humble yet not weak 🦋💕

Linda Barbara @LindaBarba29896

7 Followers 724 Following Spread love not hate 🌈❤🥰💜 Be humble yet not weak 🦋💕

PhD @Mila_Quebec working on science⇄llms

Andrei Mircea @mirandrom

343 Followers 605 Following PhD @Mila_Quebec working on science⇄llms

Senior Researcher at Microsoft| Stanford Data Science Fellow| PhD WSU CS | IBM PhD Fellow 2021 | MIT EECS Rising Star https://t.co/p6aZaJSV34

Syrine @syrineblk

151 Followers 449 Following Senior Researcher at Microsoft| Stanford Data Science Fellow| PhD WSU CS | IBM PhD Fellow 2021 | MIT EECS Rising Star https://t.co/p6aZaJSV34

Cornell PhD, Caltech alum

Albert Tseng @tsengalb99

826 Followers 161 Following Cornell PhD, Caltech alum

Machine Learning PhD student @Cambridge_CL, visiting @CornellCIS; previously @CompSciOxford, @Google. Principled ML & applications in medicine.

Kamilė Stankevičiū... @kamilest

487 Followers 464 Following Machine Learning PhD student @Cambridge_CL, visiting @CornellCIS; previously @CompSciOxford, @Google. Principled ML & applications in medicine.

CS PhD @ Cornell | Prev. Xinya College, Tsinghua
Exploring how knowledge, language & reasoning interact in LLMs

Linxi Zhao @linxizhao4

127 Followers 258 Following CS PhD @ Cornell | Prev. Xinya College, Tsinghua Exploring how knowledge, language & reasoning interact in LLMs

Research Scientist at FAR AI.
PhD from Stanford University.
Hopefully making AI benefit humanity.

Views are my own.

Chris Cundy @ChrisCundy

2K Followers 225 Following Research Scientist at FAR AI. PhD from Stanford University. Hopefully making AI benefit humanity. Views are my own.

AI PhD at @Cornell, @SnorkelAI: LLM reasoning, agents, and AI for Science. Previously at @business, @TTIC_Connect, and @ASAPP.

Anmol Kabra @anmolkabra

201 Followers 305 Following AI PhD at @Cornell, @SnorkelAI: LLM reasoning, agents, and AI for Science. Previously at @business, @TTIC_Connect, and @ASAPP.

ML PhD Student @Cornell_CS in Generative Models.
Intern @NVIDIA GenAIR. Prev Intern @IFM_MBZUAI. Co-host @diffusion_llms.

Zhihan Yang @zhihanyang_

657 Followers 228 Following ML PhD Student @Cornell_CS in Generative Models. Intern @NVIDIA GenAIR. Prev Intern @IFM_MBZUAI. Co-host @diffusion_llms.

Pioneering Diffusion LLMs | Team Lead @mbzuai - IFM | PhD @cornell

Subham Sahoo @ssahoo_

4K Followers 81 Following Pioneering Diffusion LLMs | Team Lead @mbzuai - IFM | PhD @cornell

Chief Scientist @ Meta MSL. Formerly MTS @ OpenAI, PhD @ Stanford. I train models. All opinions my own.

Shengjia Zhao @shengjia_zhao

52K Followers 235 Following Chief Scientist @ Meta MSL. Formerly MTS @ OpenAI, PhD @ Stanford. I train models. All opinions my own.

Research Scientist @openai. Prev: research scientist @LumaLabsAI, co-founder @apparatelabs (acq.), Ph.D. at Stanford University.

Linqi (Alex) Zhou @linqi_zhou

1K Followers 344 Following Research Scientist @openai. Prev: research scientist @LumaLabsAI, co-founder @apparatelabs (acq.), Ph.D. at Stanford University.

Training models @AnthropicAI | PhD @StanfordAILab

Andy Shih @andyshih_

1K Followers 307 Following Training models @AnthropicAI | PhD @StanfordAILab

Assistant Professor @Cornell_CS.

Previously @StanfordCRFM @stanfordnlp @uwcse

Controllable Generative Models. AI for Music.

John Thickstun @jwthickstun

2K Followers 650 Following Assistant Professor @Cornell_CS. Previously @StanfordCRFM @stanfordnlp @uwcse Controllable Generative Models. AI for Music.

Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs

Andrew Ng @AndrewYNg

1.7M Followers 1K Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs

CS PhD @ Cornell | Prev. Xinya College, Tsinghua
Exploring how knowledge, language & reasoning interact in LLMs

Linxi Zhao @linxizhao4

127 Followers 258 Following CS PhD @ Cornell | Prev. Xinya College, Tsinghua Exploring how knowledge, language & reasoning interact in LLMs

Machine Learning PhD student @Cambridge_CL, visiting @CornellCIS; previously @CompSciOxford, @Google. Principled ML & applications in medicine.

Kamilė Stankevičiū... @kamilest

487 Followers 464 Following Machine Learning PhD student @Cambridge_CL, visiting @CornellCIS; previously @CompSciOxford, @Google. Principled ML & applications in medicine.

AI PhD at @Cornell, @SnorkelAI: LLM reasoning, agents, and AI for Science. Previously at @business, @TTIC_Connect, and @ASAPP.

Anmol Kabra @anmolkabra

201 Followers 305 Following AI PhD at @Cornell, @SnorkelAI: LLM reasoning, agents, and AI for Science. Previously at @business, @TTIC_Connect, and @ASAPP.

Postdoc @ Stanford University | Ph.D. @ Cornell University

Katie Luo @katielulula

361 Followers 108 Following Postdoc @ Stanford University | Ph.D. @ Cornell University

researcher at Google DeepMind

Valentin De Bortoli @ValentinDeBort1

2K Followers 242 Following researcher at Google DeepMind

Research Scientist, Google DeepMind. Previous: @Xaira_Thera, PhD @oxcsml

Andrew Campbell @AndrewC_ML

776 Followers 141 Following Research Scientist, Google DeepMind. Previous: @Xaira_Thera, PhD @oxcsml

@AnthropicAI. Prev. @Google Brain/DeepMind, founding team @OpenAI. Computer scientist; inventor of the VAE, Adam optimizer, and other methods. ML PhD.

Durk Kingma @dpkingma

55K Followers 403 Following @AnthropicAI. Prev. @Google Brain/DeepMind, founding team @OpenAI. Computer scientist; inventor of the VAE, Adam optimizer, and other methods. ML PhD.

Research Scientist at Google DeepMind (WaveNet, Nano Banana, Gemini Omni). I tweet about ML, music, generative models (personal account).

Sander Dieleman @sedielem

69K Followers 2K Following Research Scientist at Google DeepMind (WaveNet, Nano Banana, Gemini Omni). I tweet about ML, music, generative models (personal account).

Cornell PhD, Caltech alum

Albert Tseng @tsengalb99

826 Followers 161 Following Cornell PhD, Caltech alum

Research Scientist at Google DeepMind. Interested in Bayesian Machine Learning.

Kevin Patrick Murphy @sirbayes

72K Followers 708 Following Research Scientist at Google DeepMind. Interested in Bayesian Machine Learning.

Senior Staff Research Scientist @GoogleDeepMind. Previously @UniofOxford.

Arnaud Doucet @ArnaudDoucet1

7K Followers 871 Following Senior Staff Research Scientist @GoogleDeepMind. Previously @UniofOxford.

Assistant Professor @USC in CS + AI. Previously @Stanford, @SCSatCMU. Machine Learning, Decision Making, AI-for-Science, Generative Models.

Willie Neiswanger @willieneis

2K Followers 292 Following Assistant Professor @USC in CS + AI. Previously @Stanford, @SCSatCMU. Machine Learning, Decision Making, AI-for-Science, Generative Models.

Pioneering a new generation of LLMs.

Inception @_inception_ai

18K Followers 10 Following Pioneering a new generation of LLMs.

Research Principal of MSL

Yang Song @DrYangSong

15K Followers 947 Following Research Principal of MSL

AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi

AK @_akhaliq

509K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi

Research/prof @cs_cornell + @cornell_tech🚡 / https://t.co/9YnWry86x0 / researcher @GoogleDeepMind / building @COLM_conf / ex @arxiv

Yoav Artzi @yoavartzi

19K Followers 191 Following Research/prof @cs_cornell + @cornell_tech🚡 / https://t.co/9YnWry86x0 / researcher @GoogleDeepMind / building @COLM_conf / ex @arxiv

Leading Strategic Explorations @OpenAI, prev @Stanford.
Invented modern diffusion LMs

Aaron Lou @aaron_lou

3K Followers 629 Following Leading Strategic Explorations @OpenAI, prev @Stanford. Invented modern diffusion LMs

Christopher De Sa @chrismdesa

501 Followers 23 Following

AI Prof @Stanford | CEO & Cofounder @_inception_ai
| Co-inventor of DDIM, FlashAttention, DPO, GAIL, and score-based/diffusion models

Stefano Ermon @StefanoErmon

150K Followers 356 Following AI Prof @Stanford | CEO & Cofounder @_inception_ai | Co-inventor of DDIM, FlashAttention, DPO, GAIL, and score-based/diffusion models

Senior Researcher at Microsoft| Stanford Data Science Fellow| PhD WSU CS | IBM PhD Fellow 2021 | MIT EECS Rising Star https://t.co/p6aZaJSV34

Syrine @syrineblk

151 Followers 449 Following Senior Researcher at Microsoft| Stanford Data Science Fellow| PhD WSU CS | IBM PhD Fellow 2021 | MIT EECS Rising Star https://t.co/p6aZaJSV34

Professor of Computer Science @ Cornell University
Research Scientist at ASAPP
working on Machine Learning

Kilian Weinberger @KilianQW

445 Followers 31 Following Professor of Computer Science @ Cornell University Research Scientist at ASAPP working on Machine Learning

Assistant Prof at Stanford CS, member of @stanfordnlp and statsml groups; Formerly at Microsoft / postdoc at Stanford CS / Stats.

Tatsunori Hashimoto @tatsu_hashimoto

11K Followers 199 Following Assistant Prof at Stanford CS, member of @stanfordnlp and statsml groups; Formerly at Microsoft / postdoc at Stanford CS / Stats.

Research Scientist at FAR AI.
PhD from Stanford University.
Hopefully making AI benefit humanity.

Views are my own.

Chris Cundy @ChrisCundy

2K Followers 225 Following Research Scientist at FAR AI. PhD from Stanford University. Hopefully making AI benefit humanity. Views are my own.

CS PhD @Stanford

Charlie Marx @CharlieTMarx

316 Followers 465 Following CS PhD @Stanford

Co-Founder & Chief Scientist @_inception_ai | Prof @Cornell & @Cornell_Tech | PhD @Stanford

Volodymyr Kuleshov �... @volokuleshov

11K Followers 995 Following Co-Founder & Chief Scientist @_inception_ai | Prof @Cornell & @Cornell_Tech | PhD @Stanford

Researcher at Cursor
https://t.co/cZl0wTfqGz

Sasha Rush @srush_nlp

81K Followers 552 Following Researcher at Cursor https://t.co/cZl0wTfqGz

AI is cool i guess

Sam Altman @sama

5.4M Followers 1K Following AI is cool i guess

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