Jacqueline He @jcqln_h
cs phd @uwnlp, prev. bse cs @princeton jacqueline-he.github.io Joined May 2018-
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Are modern large language models (LLMs) vulnerable to privacy attacks that can determine if given data was used for training? Models and dataset are quite large, what should we even expect? Our new paper looks into this exact question. 🧵 (1/10)
Check out our work on LLMs and scientific knowledge updates!
Check out our work on LLMs and scientific knowledge updates!
congrats @kjha02 !! cool work 🎊🎉🎇
Is a single accuracy number all we can get from model evals?🤔 🚨Does NOT tell where the model fails 🚨Does NOT tell how to improve it Introducing EvalTree🌳 🔍identifying LM weaknesses in natural language 🚀weaknesses serve as actionable guidance (paper&demo 🔗in🧵) [1/n]
How well do data-selection methods work for instruction-tuning at scale? Turns out, when you look at large, varied data pools, lots of recent methods lag behind simple baselines, and a simple embedding-based method (RDS) does best! More below ⬇️ (1/8)
We trained a diffusion LM! 🔁 Adapted from Mistral v0.1/v0.3. 📊 Beats AR models in GSM8k when we finetune on math data. 📈 Performance improves by using more test-time compute (reward guidance or more diffusion steps). Check out @jaesungtae's thread for more details!
We trained a diffusion LM! 🔁 Adapted from Mistral v0.1/v0.3. 📊 Beats AR models in GSM8k when we finetune on math data. 📈 Performance improves by using more test-time compute (reward guidance or more diffusion steps). Check out @jaesungtae's thread for more details! https://t.co/rWq0fJ9fQj
Asking the right questions can make or break decisions in high-stake fields like medicine, law, and beyond✴️ Our new framework ALFA—ALignment with Fine-grained Attributes—teaches LLMs to PROACTIVELY seek information through better questions🏥❓ (co-led with @jiminmun_) 👉🏻🧵
Can AI really help with literature reviews? 🧐 Meet Ai2 ScholarQA, an experimental solution that allows you to ask questions that require multiple scientific papers to answer. It gives more in-depth, detailed, and contextual answers with table comparisons, expandable sections…
Extremely excited to share that I will be joining @UBC_CS as an Assistant Professor this summer! I will be recruiting students this coming cycle!
🚨 I’m on the job market this year! 🚨 I’m completing my @uwcse Ph.D. (2025), where I identify and tackle key LLM limitations like hallucinations by developing new models—Retrieval-Augmented LMs—to build more reliable real-world AI systems. Learn more in the thread! 🧵
Check out our OpenScholar project!! Huge congrats to @AkariAsai for leading the project — working with her has been a wonderful experience!! 🌟
Check out our OpenScholar project!! Huge congrats to @AkariAsai for leading the project — working with her has been a wonderful experience!! 🌟
Introducing HELMET, a long-context benchmark that supports >=128K length, covering 7 diverse applications. We evaluated 51 long-context models and found HELMET provide more reliable signals for model development github.com/princeton-nlp/… A 🧵 on why you should use HELMET⛑️
ELONMUSKTESLA @elonneurlink
30 Followers 796 Following Live life to the fullest, keep things simple, truthful & filter the noise. I am a long term investor MAGA🚀🇺🇸
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stedgo @stedgo_world
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Shu-Ren Chang, Ph.D. @ShuRenChang1
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Fangcong Yin @fangcong_y10593
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Basit Mustafa @moltar81435
410 Followers 8K Following introverted but willing to discuss sanctuary moon innovation/ai + dsop/ai delivery @ https://t.co/nQ5pf3TzTZ
Visual-Intelligence @VI_Journal_CSIG
123 Followers 1K Following Official journal of China Society of Image and Graphics (CSIG). The jouarnl is published by Springer, sponsored by CSIG. E-ISSN 2731-9008.
Jingming Zhuo @JingmingZhuo
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Bingbing Wen @bingbingwen1
314 Followers 599 Following PhD student @UW_iSchool LLMs in expertise domain, multi-modality | prev intern @MSFTResearch | #NLProc
Avinandan Bose @avibose22
155 Followers 303 Following 3rd Year PhD @UWCSE | Visiting Researcher FAIR @AiatMeta I Prev. Research Engineer @sgSMU | CSE @IITKanpur '22
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27 Followers 70 Following PhD student @uwcse @uwnlp. I'm interested in AI for music, multimodal learning and NLP.
Ziling Cheng @ziling_cheng
98 Followers 149 Following Research MSc @Mila_Quebec @mcgill_nlp | Research Fellow @RBCBorealis | reasoning and hallucination x evaluation and interpretability | Looking for Fall '26 PhD
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 🎹✈️⛷️⛵
Inna Lin @iwylin
915 Followers 1K Following PhD Student @uwcse @uwnlp | Visiting Researcher @AIatMeta
Brian Huang @brianryhuang
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Yiping Wang @ypwang61
1K Followers 1K Following Ph.D. @uwcse. undergraduate @ZJU_China. I'm interested in mathematics, agi, and physics.
Mickel Liu @mickel_liu
400 Followers 433 Following PhD student @uwcse/@uwnlp · Incoming @AIatMeta FAIR · I do LLM+RL · Prev: @pkucfcs2017, @uoftengineering
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421 Followers 483 Following PYI @ @allen_ai @ai2_allennlp, incoming PhD student @uwnlp
Aniket Vashishtha @AniketVashisht8
781 Followers 906 Following Working on Causality and LLMs | MSCS @IllinoisCDS | Prev Research Fellow @MSFTResearch
Jean-François Ton @jeanfrancois287
1K Followers 1K Following ByteDance Seed @ByteDance_Seed | Senior Research Scientist working on LLMs | prev. @oxcsml @UniofOxford, @amazon, @apple, @bloomberg All opinions are my own
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Rui Qiao @ray_qiaorui
92 Followers 135 Following PhD student in ML/LLM @NUSingapore. Previously visiting scholar @uwcse, undergrad @sutdsg.
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Yuhan Liu @YuhanLiu_nlp
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Pang Wei Koh @PangWeiKoh
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Bingsen (Bale) Chen @BaleCcchen
40 Followers 179 Following @NYU_Courant & @nyushanghai PhD | prev. @nyushanghai undergrad | NLP
Yichuan Wang @YichuanM
703 Followers 2K Following 1st year EECS PhD at UC Berkeley SkyLab @BerkeleySky, 2020 ACM class in SJTU, interested in MLSYS.
Jason Lee @jasondeanlee
18K Followers 4K Following Associate Professor at UC Berkeley. Former Research Scientist at Google DeepMind. ML/AI Researcher working on foundations of LLMs and deep learning.
tsvetshop @tsvetshop
981 Followers 133 Following Group account for Prof. Yulia Tsvetkov's lab at @uwnlp. We work on low-resource, multilingual, social-oriented NLP. Details on our website:
Yuhan Liu @YuhanLiu_nlp
462 Followers 886 Following CS PhD student @NYU_Courant advised by @eunsolc, previous intern @tsvetshop
Pang Wei Koh @PangWeiKoh
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Yichuan Wang @YichuanM
703 Followers 2K Following 1st year EECS PhD at UC Berkeley SkyLab @BerkeleySky, 2020 ACM class in SJTU, interested in MLSYS.
Hila Gonen @hila_gonen
1K Followers 220 Following Postdoctoral Researcher at @UWNLP https://t.co/2cDfMi1Jtp
Victoria Graf @VictoriaWGraf
122 Followers 59 Following PhD student @uwnlp, Student Researcher @allen_ai, prev @princeton_nlp
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.
Margaret Li @margs_li
1K Followers 137 Following 👩💻 PhD student @UWCSE / @UWNLP & @MetaAI. Formerly RE @FacebookAI Research, @Penn CS | 🏂💃🧋🥯 certified bi-coastal bb IAH/PEK/PHL/NYC/SFO/SEA
Miao Xiong @miao_xiong_cs
108 Followers 286 Following PhD student at the National University of Singapore @NUSingapore Working on Trustworthy AI and Uncertainty-aware LLM
Zhiyuan Zeng @ZhiyuanZeng_
598 Followers 222 Following PhD-ing @uwnlp @uwcse | Prev. @Tsinghua_Uni @TsinghuaNLP @princeton_nlp
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445 Followers 446 Following Science of language models @uwnlp and @allen_ai with @PangWeiKoh and @nlpnoah.
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358 Followers 121 Following PhD student @uwcse | research collaborator @allen_ai, prev @columbia
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496 Followers 3K Following postdoc @OxCSML @NatureRecovery 🌱 AI for Social Good @barefootlaw_org 🌍 prev @ClopathLab @TheTeamAtX @ucl @klarakaleb.bsky.social
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971 Followers 823 Following Research intern @SFResearch ☁️ PhD student @UCLANLP 🧸 BS in CS&Math @UMich 〽️ #NLP #Multimodal #Safety 🌷
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807 Followers 422 Following PhD Student @LTIatCMU @SCSatCMU | Masters @LTIatCMU | Formerly @TXInstruments | @UCF ‘21
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781 Followers 502 Following CSE PhD Student @uwnlp | Ex-RF @MSFTResearch | cinephile 🎥
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Yizhong Wang @yizhongwyz
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Weijia Shi @WeijiaShi2
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594 Followers 454 Following PhD student @hcdeUW @SocFuturesLab; summer fellow @GovAI_; social computing & human-AI interaction; prev @allen_ai @MSFTResearch @PrincetonCITP @PrincetonCS
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