USC NLP @nlp_usc
The NLP group at @USCViterbi. @DaniYogatama+@_jessethomason_+@jieyuzhao11+@robinomial+@swabhz+@xiangrenNLP at @CSatUSC + researchers @USC_ICT, @USC_ISI. nlp.usc.edu Los Angeles, CA Joined May 2018-
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Wanna know gpt-3.5-turbo's embed size? We find a way to extract info from LLM APIs and estimate gpt-3.5-turbo’s embed size to be 4096. With the same trick we also develop 25x faster logprob extraction, audits for LLM APIs, and more! 📄 arxiv.org/abs/2403.09539 Here’s how 1/🧵
Absolutely thrilled to receive this honor. Rarely for a researcher could have their first PhD publication win a Test of Time Award (for 10 years of its cumulative impact). I’m super grateful for the chance to collaborate with Xiao on this fun project — turns out to be a…
Absolutely thrilled to receive this honor. Rarely for a researcher could have their first PhD publication win a Test of Time Award (for 10 years of its cumulative impact). I’m super grateful for the chance to collaborate with Xiao on this fun project — turns out to be a…
To detect if your data was used for LLM pretraining, consider using data watermarks: arxiv.org/pdf/2402.10892… Detection can be framed as hypothesis testing (statistical guarantees!), if you contributed multiple training documents and watermarked them before public release. 🧵
Arrived at NOLA for #NeurIPS2023🔥 Exciting time to chat about limits/science of LLMs, “slow” reasoning & explainability. Join our posters for a fun disucssion🍻 Ads: USC CS is hiring tenured track AI faculty + USC NLP is looking for strong PhD students. Talk to us!
How good are LMs at inductive reasoning? How are their behaviors similar to/contrasted with those of humans? We study these via iterative hypothesis refinement. We observe that LMs are phenomenal hypothesis proposers, but they also behave as puzzling inductive reasoners: (1/n)
Throwback to when @xiangrenNLP and our lab made our wishlist and dream research directions to discuss in our lab meeting — very helpful in contextualising our work in the age of LLMs!! 🙌🏼 @nlp_usc is such a great place to do research 🫶
Throwback to when @xiangrenNLP and our lab made our wishlist and dream research directions to discuss in our lab meeting — very helpful in contextualising our work in the age of LLMs!! 🙌🏼 @nlp_usc is such a great place to do research 🫶
We're excited to attend #SocalNLP today! ICYMI, sunny southern California is a fantastic place to do #NLProc, come check out what USC NLP [nlp.usc.edu] has been working on lately! And did we say we're hiring PhD students this fall? 🌴🏖️☀️
We're excited to attend #SocalNLP today! ICYMI, sunny southern California is a fantastic place to do #NLProc, come check out what USC NLP [nlp.usc.edu] has been working on lately! And did we say we're hiring PhD students this fall? 🌴🏖️☀️
Feeling hard generating challenging evaluation data for LLMs? Check our work👇! Introducing LINK🔗, the first framework for systematically generating data in the long-tail distribution, guided by symbolic rules arxiv.org/abs/2311.07237 w/@nlp_usc @ai2_mosaic 🧵⬇️ #NLProc [1/n]
Super excited to share this work done with my amazing labmate @sahana_ramnath! 💜 Fav ➡️ Discussion section: where we highlight the *quirks* of reward hacking for generating good quality rationales. I wish more papers talked about “why”s of their design decisions!
Super excited to share this work done with my amazing labmate @sahana_ramnath! 💜 Fav ➡️ Discussion section: where we highlight the *quirks* of reward hacking for generating good quality rationales. I wish more papers talked about “why”s of their design decisions!
My #ACL2023 highlight is this cool cross-affiliation lunch that we could manage haha! Loved meeting everyone! 🙌🏼 @navitagoyal_ @kundan_official @huashen218 @khoomeik @hbXNov @ManyaWadhwa1 @verma22gaurav @saurabh_shah2
My #ACL2023 highlight is this cool cross-affiliation lunch that we could manage haha! Loved meeting everyone! 🙌🏼 @navitagoyal_ @kundan_official @huashen218 @khoomeik @hbXNov @ManyaWadhwa1 @verma22gaurav @saurabh_shah2
Had so much fun presenting the poster!!! 😃 Do reach out if we talked during the session or not and you are interested! I love my team❤️
Had so much fun presenting the poster!!! 😃 Do reach out if we talked during the session or not and you are interested! I love my team❤️
Thrilled to receive an Outstanding Paper Award #ACL2023NLP for our work on Self-Consistent Chain-of-Thought Distillation w/ @PeifengWang3 & co-authors @amazon SCOTT will be presented Tue 9-10:30am ET at "Interpretability & Analysis of Models for NLP 1" at Metropolitan East
Thrilled to receive an Outstanding Paper Award #ACL2023NLP for our work on Self-Consistent Chain-of-Thought Distillation w/ @PeifengWang3 & co-authors @amazon SCOTT will be presented Tue 9-10:30am ET at "Interpretability & Analysis of Models for NLP 1" at Metropolitan East
I’m also at ACL now! Already met bunch of familiar faces on my way from airport to the venue! Excited to chat about theory-of-mind, communicating agents, NLP+games, life and anything!! #ACL2023 Pic taken on flight🌅 🍁
I am at ACL 2023 now! Will be presenting my paper in main conference on Cross-lingual Continual Learning on Wednesday at 11 am (Session 7 posters) more details will follow… Feel free to stop by. Looking forward to meeting a lot of old and new NLP folks and exploring Toronto 😊
I’ll be in Toronto next week and presenting this 👇🏽 work at #ACL2023, as an Oral on Tuesday 11th July, 10AM ET in Metropolitan East! 🙌🏼 Would also love to meet people and chat about PhDing, language interaction and interpretability, or just getting *good* coffee together! ☕️
I’ll be in Toronto next week and presenting this 👇🏽 work at #ACL2023, as an Oral on Tuesday 11th July, 10AM ET in Metropolitan East! 🙌🏼 Would also love to meet people and chat about PhDing, language interaction and interpretability, or just getting *good* coffee together! ☕️
At #ACL2023NLP this week w/ many amazing @nlp_usc students (@qinyuan_ye @ssanyal8 @BrihiJ @jun_yannn). Exciting moment to catch up on topics like reasoning, symbolic fusion and safety of LLMs (and their limits and failure modes!)
How should we maximize the planning ability of #LLM while reducing the computation cost? 🚀 Introducing SwiftSage, an agent inspired by “fast & slow thinking”, which solves complex interactive tasks much better than prior agents (e.g., DRRN, SayCan, ReAct, and Reflexion). [1/n]
Super excited to share our #ACL2023NLP paper! 🙌🏽 📢 Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-Text Rationales 📑: arxiv.org/abs/2305.07095 🧵👇 [1/n] #NLProc #XAI
Thrilled to receive the news about my tenure decision and the promotion to associate professor last week. I’m so grateful on helps and love from my family, students and collaborators ❤️
Big congratulations to @CSatUSC PhD student @XisenJ, recipient of a 2023 Apple Scholar in #AI/ML PhD fellowship! 👏 Xisen's research tries to enable language models to learn continuously from never-ending streams of text data. machinelearning.apple.com/updates/apple-… @USCViterbi @xiangrenNLP
William Wang @WilliamWangNLP
14K Followers 717 Following UCSB NLP Lab + ML Center. https://t.co/6TOnqbk6YT https://t.co/KJYhnav3Et Mellichamp Chair Prof. at UCSB CS. PhD @ CMU SCS. Areas: #NLProc, Machine Learning, AI.
Bill Yuchen Lin 🤖 @billyuchenlin
6K Followers 2K Following Research @allen_ai. I evaluate (multi-modal) LLMs, build agents, and study the science of LLMs. Previously: @GoogleAI & @MetaAI FAIR @nlp_usc
Akari Asai @AkariAsai
11K Followers 650 Following Ph.D. student @uwcse & @uwnlp. NLP. IBM Ph.D. fellow (2022-2023). Meta student researcher (2023-) . ☕️ 🐕 🏃♀️🧗♀️🍳
Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Jacob Andreas @jacobandreas
14K Followers 958 Following Teaching computers to read. Assoc. prof @MITEECS / @MIT_CSAIL (he/him). https://t.co/5kCnXHjtlY https://t.co/2A3qF5vdJw
Yu Su @ysu_nlp
6K Followers 857 Following Dist. Assist. Prof.@OhioState, Director @osunlp, 20% Researcher@Microsoft. I like to think about intelligence, artificial or biological
Mark Dredze @mdredze
4K Followers 786 Following John C Malone Professor at @JohnsHopkins @JHUCompSci @jhuclsp @jhumceh; Part time @techatbloomberg (tweets my own) Mastodon @[email protected]
Shaily @shaily99
5K Followers 2K Following PhD @LTIatCMU Prev: @GoogleAI @MSFTResearch. Working on ethics and evaluation in #NLProc. Usually ranting, often about research & DEI. 📚 @readsndrants
Sean (Xiang) Ren @xiangrenNLP
6K Followers 562 Following Building @SaharaLabsAI | @USCViterbi Early Career Chair, Professor @nlp_usc | @MIT TR 35 , @ForbesUnder30 | Prev: @allen_ai, @Snapchat, @Stanford, @UofIllinois
Colin Raffel @colinraffel
30K Followers 654 Following nonbayesian parameterics, sweet lessons, and random birds. Friend of @srush_nlp
Swabha Swayamdipta @swabhz
6K Followers 461 Following Assistant Prof. @CSatUSC | Researcher in #NLProc | Previously with @uwnlp @allenai | she/her
Xin Eric Wang @xwang_lk
7K Followers 1K Following Multimodal and Embodied AI Researcher / Professor @UCSC. Director of https://t.co/Y4swOBag21. AI for Humanity in the long run. he/him
Greg Durrett @gregd_nlp
6K Followers 752 Following CS professor at UT Austin. I do NLP most of the time. he/him
Sebastian Gehrmann @sebgehr
5K Followers 2K Following Head of NLP, CTO office, @Bloomberg. (he/him) Generating natural language, one word at a time. Also making sense of that language afterwards. views my own
Tuhin Chakrabarty @TuhinChakr
2K Followers 622 Following Newly minted Ph.D. from @ColumbiaCompSci studying creativity. Ex affiliations: @GoogleDeepmind @SFResearch @allen_ai
Suchin Gururangan @ssgrn
4K Followers 249 Following he/him Research scientist 🦙 Llama team, @meta GenAI PhD @uwcse + @uwnlp
Sameer Singh @sameer_
7K Followers 2K Following Cofounder @SpiffyAI and Assoc Prof at @UCIrvine, working on reliable LLMs, explanations for AI+ML, adversaries for NLP, and debugging/evaluation.
Ninareh Mehrabi @NinarehMehrabi
738 Followers 260 Following Applied Scientist at Amazon. Responsible AI. PhD from USC-ISI. Opinions are my own.
Shawn Yuxuan Tong @tongyx361
22 Followers 134 Following
Jing Kun Ma @jingkun_ma
4 Followers 31 Following
Facetointerface @facetointerface
0 Followers 4K Following The lion has come🫱🌐 #facetointerface @facetointerface
Luigi Arminio @ArminioLuigi
146 Followers 400 Following PhD student - Computational Communication @hcds_ITU Visiting @uuinfolab @polarvisproject Previously: Social Data Analysis @chub_fbk @UniTrento
Aynaz @aynazjavani
0 Followers 239 Following
Nick Mumero @nickdee96
131 Followers 1K Following Cofounder at Continuum Ads. Focusing on NLP, Simulation Modelling and Optimization.
Qingyun Wang @eagle_hz
126 Followers 379 Following
Nguyen Nguyen @nkn2501
1 Followers 43 Following
Qingxiaoyang Zhu @xiao0_0yang
29 Followers 287 Following
Vikram Pande @VikramPande007
23 Followers 353 Following
KE LI @0universe1
615 Followers 2K Following Independent Researcher, Columnist @PANewscn, Prev Analyst@Chainnews, Ph.D. study on Blockchain and Gaming.
Zhehui Huang @Zhehui_Huang
88 Followers 482 Following Computer Science Ph.D. Student at the University of Southern California Focused on Deep Reinforcement Learning & Robotics
A. Chorana @A_Chorana
45 Followers 2K Following
Joshua Raison @JoshuaRaison
36 Followers 2K Following Yet Another Dev 😌 | Tech Enthusiast 🙂 https://t.co/i3MQaKiwRO
Tom Hartvigsen @tom_hartvigsen
1K Followers 692 Following Assistant Professor @UVA developing machine learning and NLP methods responsible enough to deploy in dynamic high-stakes environments.
Abdulrahman Tabaza @embed_dim
3 Followers 773 Following enjoyer of various vector spaces, encoders and modalities
Evangeline @Evangeljy
1 Followers 87 Following
Satish @satishke
140 Followers 1K Following
Supriya Mohile @rochgerionc
4K Followers 4K Following Passionate about care of older adults, especially those with cancer.Editor-in-Chief of the Journal of Geriatric Oncology. Views are my own, not my employer.
Alo @Hal90910
0 Followers 2K Following
Kevin Kim @minjunkevink
1 Followers 42 Following AI/ML Undergraduate Researcher | CS and Applied Math @ USC
paria @pariawshahi
119 Followers 6K Following
Arif Ahmad @arif_ahmad_py
267 Followers 7K Following All things AI, Computer Science and Circuits! Prev. @GoogleAI
Nemshan @nemshan_
925 Followers 513 Following Data Scientist & Lecturer. Working on self-supervised learning / deep learning. Formerly @Lindt_Chocolate , @UofNH ( احدث التطورات في تعلم الاله/ التعلم العميق)
Chenghao Yang @chrome1996
947 Followers 625 Following Ph.D. student @UChicago Ex-SR @google Ex-Scientist @AWS. Ex-RA @jhuCLSP @columbianlp @TsinghuaNLP. Ex-Intern @IBMWatson @AWS. Opinions are my own.
Linxin Song @linxins2
13 Followers 81 Following Incomming PhD student @csatusc @nlp_usc | Master @waseda_univ
NLP_wizardry @NLP_wizardry
23 Followers 75 Following
Defu Cao @caodefu_dove
224 Followers 389 Following Phd student of @USC' CS. Working with Prof. @yanliu_usc. Time series 📈& Causal Inference 🔧💡 Ex: @PKU1898; @AdobeResearch, UCB, MSRA, Alibaba , Baidu
Hongbin Na @naze30072664
7 Followers 198 Following MRes student @UTSAAII. AI for Social Good. #NLProc. INTJ 5w4
insop @insop_song
0 Followers 622 Following
J6mes @JamesQian18
29 Followers 30 Following
Siqi Shen @shensq0814
19 Followers 47 Following
Sitiporn Lim @sitXporation
23 Followers 149 Following
RShrs @rjstha4
17 Followers 285 Following
HowieHwong @HowieH36226
1 Followers 78 Following
UKP Lab @UKPLab
2K Followers 397 Following The Ubiquitous Knowledge Processing Lab researches Natural Language Processing, Text Mining, eLearning, and Digital Humanities · @CS_TUDarmstadt · @TUDarmstadt
Tecling @TeclingGroup
249 Followers 289 Following Group of researchers from Argentina, Spain, Chile, France and Australia working together in NLP applications for lexical semantics, lexicography and terminology
kanika kalra @KalraKanika23
4 Followers 211 Following
Yann LeCun @ylecun
711K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
William Wang @WilliamWangNLP
14K Followers 717 Following UCSB NLP Lab + ML Center. https://t.co/6TOnqbk6YT https://t.co/KJYhnav3Et Mellichamp Chair Prof. at UCSB CS. PhD @ CMU SCS. Areas: #NLProc, Machine Learning, AI.
Bill Yuchen Lin 🤖 @billyuchenlin
6K Followers 2K Following Research @allen_ai. I evaluate (multi-modal) LLMs, build agents, and study the science of LLMs. Previously: @GoogleAI & @MetaAI FAIR @nlp_usc
Sasha Rush @srush_nlp
52K Followers 464 Following Professor, Programmer in NYC. Cornell Tech, Hugging Face 🤗 https://t.co/cZl0wTfqGz
Akari Asai @AkariAsai
11K Followers 650 Following Ph.D. student @uwcse & @uwnlp. NLP. IBM Ph.D. fellow (2022-2023). Meta student researcher (2023-) . ☕️ 🐕 🏃♀️🧗♀️🍳
Yoav Artzi @yoavartzi
13K Followers 163 Following Research/prof @cs_cornell + @cornell_tech🚡 / https://t.co/9YnWry7yHs / https://t.co/3VmRSyYm2d / asso. faculty director @arxiv / building https://t.co/f9QkzO5kaC
Graham Neubig @gneubig
31K Followers 586 Following Associate professor at CMU, studying natural language processing and machine learning.
Christopher Manning @chrmanning
126K Followers 116 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Sam Bowman @sleepinyourhat
35K Followers 3K Following AI alignment + LLMs at NYU & Anthropic. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.
Jacob Andreas @jacobandreas
14K Followers 958 Following Teaching computers to read. Assoc. prof @MITEECS / @MIT_CSAIL (he/him). https://t.co/5kCnXHjtlY https://t.co/2A3qF5vdJw
Tal Linzen @tallinzen
16K Followers 893 Following Professor @nyuling and @NYUDataScience, research scientist @GoogleAI
Ana Marasović @anmarasovic
4K Followers 604 Following Asst prof @UUtah · Ex @allen_ai @uwnlp postdoc @HD_NLP PhD · she/her 🇭🇷
Yu Su @ysu_nlp
6K Followers 857 Following Dist. Assist. Prof.@OhioState, Director @osunlp, 20% Researcher@Microsoft. I like to think about intelligence, artificial or biological
Mark Dredze @mdredze
4K Followers 786 Following John C Malone Professor at @JohnsHopkins @JHUCompSci @jhuclsp @jhumceh; Part time @techatbloomberg (tweets my own) Mastodon @[email protected]
Allen Institute for A.. @allen_ai
54K Followers 361 Following AI for the Common Good. › Join us: https://t.co/DqTs1G4bGO › Get our newsletter: https://t.co/tvb1VpySfL
Sean (Xiang) Ren @xiangrenNLP
6K Followers 562 Following Building @SaharaLabsAI | @USCViterbi Early Career Chair, Professor @nlp_usc | @MIT TR 35 , @ForbesUnder30 | Prev: @allen_ai, @Snapchat, @Stanford, @UofIllinois
Colin Raffel @colinraffel
30K Followers 654 Following nonbayesian parameterics, sweet lessons, and random birds. Friend of @srush_nlp
@emilymbender@dair-co.. @emilymbender
58K Followers 2K Following Prof, Linguistics, UW // Faculty Director, CLMS // she/her // @[email protected] & bsky // rep by @ianbonaparte
Amazon Science @AmazonScience
93K Followers 2K Following The latest news and research from Amazon's science community. #AmazonScience
Valentina Pyatkin @valentina__py
2K Followers 1K Following Postdoc at the Allen Institute for AI @allen_ai and @uwnlp
Kushal Chawla @kushalchawla18
366 Followers 354 Following CS PhD student @USC || Ex full time @Adobe || Ex intern @Amazon @Google
Aditya Chetan @justachetan
1K Followers 2K Following PhD student at @CornellCIS (@cs_cornell); ex-Research Fellow at @MSFTResearch India (@IndiaMSR); @IIITDelhi alum; All opinions are my own. he/him/his
Nouha Dziri @nouhadziri
3K Followers 673 Following Research Scientist @allen_ai / @ai2_mosaic, PhD in NLP/Dialogue 🤖 UofA. Ex Visiting researcher @Mila_Quebec Ex Research intern at @GoogleDeepMind @MSFTResearch
UMD CLIP Lab @ClipUmd
528 Followers 159 Following Official account of the Computational Linguistics and Information Processing (CLIP) Lab at the University of Maryland
Tenghao Huang @TenghaoHuang45
235 Followers 341 Following Ph.D. Candidate @USC ｜B.S. @UNC | Applied Scientist Intern @amazon | LLM Agent & Creative AIGC
Fei Wang @fwang_nlp
918 Followers 2K Following PhD candidate @USC. PhD Fellow @Amazon. Responsible LLM.
Albert Gu @_albertgu
9K Followers 90 Following assistant prof @mldcmu. chief scientist @cartesia_ai. leading the ssm revolution.
Tejas Srinivasan @Tejas__S__
658 Followers 799 Following PhD student at @USCViterbi @CSatUSC. Previously research intern @allen_ai. Interested in language grounding and all things multimodal.
Margaret Li @margs_li
792 Followers 120 Following 👩💻 PhD student @UWCSE / @UWNLP & @MetaAI. Formerly RE @FacebookAI Research, @Penn CS | 🏂💃🧋🥯 certified bi-coastal bb ♥️ IAH/PEK/PHL/NYC/SFO/SEA
Jiacheng Xu @JiachengNLP
1K Followers 501 Following Researcher at Salesforce Research. Prev PhD @UTAustin, advised by @gregd_nlp; prev Google and Microsoft intern. 🏳️🌈
Ruiqi Zhong @ZhongRuiqi
2K Followers 698 Following 5th Year Ph.D. @BerkeleyNLP, Columbia'19. part time working for @AnthropicAI . Supervising machines to do what I can't do.
Shushan Arakelyan ✨.. @sharakelyan
688 Followers 501 Following PhD Candidate at USC, LLMs for code. Previously: student researcher at MSFT, @Google; @Cambridge_Uni, @RAU_uni
Ming-Wei Chang @mchang21
1K Followers 509 Following Research Scientist @GoogleDeepMind. BERT co-author. Gemini project.
Lars Lindemann @LarsLindemann2
1K Followers 328 Following Assistant Professor in Computer Science @CSatUSC @USC. Interested in everything that moves autonomously!
Suchin Gururangan @ssgrn
4K Followers 249 Following he/him Research scientist 🦙 Llama team, @meta GenAI PhD @uwcse + @uwnlp
Erdem Bıyık @ebiyik_
3K Followers 699 Following Asst Prof @CSatUSC (cc @USC, @USCViterbi). Research on AI/ML for Robotics & HRI. Previously @CHAI_Berkeley, @StanfordAILab, @Google, @BilkentUniv.
AI LA @AILA_Community
2K Followers 2K Following Educating & collaborating on subjects related to AI with a wide range of stakeholders in Los Angeles since 2016. #AILA #LongLA #AIforGood
Ranjay Krishna @RanjayKrishna
5K Followers 416 Following I teach machines to see and interact with people. + Assistant Professor @UWcse - Prev. Research scientist @MetaAI - PhD @StanfordAILab - Instructor @Stanford
Lily Xu @lilyxu0
2K Followers 1K Following On the academic job market! CS PhD student @Harvard working on ML and decision making for planetary health. Bridging research and practice through @MD4SG.
Anthony Liang @Anthony66108836
126 Followers 356 Following CS PhD at USC with @ebiyik_ and @_jessethomason_ studying RL and robot learning, Research intern with @honglaklee, Intern at Google, Meta and Amazon
Sara Beery @sarameghanbeery
11K Followers 3K Following Research on computer vision and the environment 🌍 Asst Prof at @MIT_CSAIL #QueerInAI 🏳️🌈 sarabeery on threads @[email protected]
Ninareh Mehrabi @NinarehMehrabi
738 Followers 260 Following Applied Scientist at Amazon. Responsible AI. PhD from USC-ISI. Opinions are my own.
Partha Talukdar @partha_p_t
4K Followers 215 Following Researcher @googleai, Faculty @iiscbangalore, Founder @kenomeio
Sean Welleck @wellecks
3K Followers 223 Following Assistant Professor at CMU. Marathoner, @thesisreview.
Kawin Ethayarajh @ethayarajh
3K Followers 726 Following PhD student @StanfordAILab @stanfordnlp Working on machine learning under human incentives.
Neha Srikanth @nehasrikanth
366 Followers 570 Following CS PhD student @umdcs @ClipUmd || natural language processing || prev @lyft, @UTCompSci
Minjoon Seo @seo_minjoon
2K Followers 545 Following Assistant Professor @kaist_ai & Chief Scientist @twelve_labs
EMNLP 2024 @emnlpmeeting
12K Followers 41 Following EMNLP 2024 - The 2024 Conference on Empirical Methods in Natural Language Processing, November 12 –16, 2024 Hashtag: #EMNLP2024
Huihan Li @huihan_li
233 Followers 127 Following CS PhD @nlp_usc CS MSE '22 @Princeton @SiebelScholars '22 @Wellesley '20
Xingyu Fu @XingyuFu2
338 Followers 244 Following PhD student at Upenn @cogcomp. | Focused on Vision+Language Multimodal learning | Previous: B.S. @UIUC
Machel Reid @machelreid
2K Followers 1K Following Research Scientist @GoogleDeepMind Working on LLMs on the Gemini Team; did gemini 1.5 pro
Jialu Li @JialuLi96
1K Followers 550 Following CS PhD student at @unc @unccs @uncnlp; Previous @Cornell_CS; Past intern @Amazon @Apple. Working on VLN, image generation, multi-modal LLM.
Shuyan Zhou @shuyanzhxyc
2K Followers 594 Following Ph.D. student @LTIatCMU working on agents | she/they
Shiyue Zhang @byryuer
2K Followers 1K Following Research Engineer @TechAtBloomberg | ex PhD student at UNC-Chapel Hill (@unccs @uncnlp) | Bloomberg PhD Fellow | Past Intern at @MetaAI @MSFTResearch | #NLProc
Tianyu Gao @gaotianyu1350
3K Followers 686 Following CS PhD student @Princeton @Princeton_nlp working on NLP. Previously: @Tsinghua_Uni @TsinghuaNLP
Tao Yu @taoyds
3K Followers 815 Following @XLangNLP lab, asst. prof. @HKUniversity. prev. postdoc @uwnlp; phd @Yale; intern @MSFTResearch, @SFResearch. he/him 🌈
Esin Durmus @esindurmusnlp
3K Followers 382 Following Research Scientist @anthropicai. Previously Postdoc @stanfordnlp and PhD @cornellcis. Working on LLMs & evaluating their safety and impact on society. she/her.
Abhilasha Ravichander @lasha_nlp
3K Followers 2K Following Postdoc @allen_ai, working on Natural Language Processing (#NLProc) | PhD @SCSatCMU @LTIatCMU | Friend of @NLPWithFriends | @[email protected]
Alexander Spangher @AlexanderSpangh
537 Followers 136 Following Former data scientist at New York Times. Currently getting my PhD in computer science at USC.Unbelievably excited about this new work with the amazing @matt and @xiang on finding a model signature, based purely on LLM output logits. Our signature can uniquely identify a model and lead to super cool applications ... 1/3 🤘
Wanna know gpt-3.5-turbo's embed size? We find a way to extract info from LLM APIs and estimate gpt-3.5-turbo’s embed size to be 4096. With the same trick we also develop 25x faster logprob extraction, audits for LLM APIs, and more! 📄 arxiv.org/abs/2403.09539 Here’s how 1/🧵
Absolutely thrilled to receive this honor. Rarely for a researcher could have their first PhD publication win a Test of Time Award (for 10 years of its cumulative impact). I’m super grateful for the chance to collaborate with Xiao on this fun project — turns out to be a…
Congratulations, @xiangrenNLP! Recently honored as an MIT Technology Review Innovators Under 35 (Asia-Pacific) AND received a Test of Time research paper award from the ACM International Conference on Web Search and Data Mining (WSDM) this week! 👏 viterbischool.usc.edu/news/2024/02/x…
To detect if your data was used for LLM pretraining, consider using data watermarks: arxiv.org/pdf/2402.10892… Detection can be framed as hypothesis testing (statistical guarantees!), if you contributed multiple training documents and watermarked them before public release. 🧵
Arrived at NOLA for #NeurIPS2023🔥 Exciting time to chat about limits/science of LLMs, “slow” reasoning & explainability. Join our posters for a fun disucssion🍻 Ads: USC CS is hiring tenured track AI faculty + USC NLP is looking for strong PhD students. Talk to us!
How good are LMs at inductive reasoning? How are their behaviors similar to/contrasted with those of humans? We study these via iterative hypothesis refinement. We observe that LMs are phenomenal hypothesis proposers, but they also behave as puzzling inductive reasoners: (1/n)
Inspired by @xiangrenNLP opening his talk with a wish list! I'll have to do the same Also, I agree that a grand challenge for AI right now is that 空気が読めない
Throwback to when @xiangrenNLP and our lab made our wishlist and dream research directions to discuss in our lab meeting — very helpful in contextualising our work in the age of LLMs!! 🙌🏼 @nlp_usc is such a great place to do research 🫶
Inspired by @xiangrenNLP opening his talk with a wish list! I'll have to do the same Also, I agree that a grand challenge for AI right now is that 空気が読めない
Feeling hard generating challenging evaluation data for LLMs? Check our work👇! Introducing LINK🔗, the first framework for systematically generating data in the long-tail distribution, guided by symbolic rules arxiv.org/abs/2311.07237 w/@nlp_usc @ai2_mosaic 🧵⬇️ #NLProc [1/n]
Excited to share our new preprint! 🙌🏽 📢 Large LMs are usually used to generate good quality free-text rationales as a means to boost their performance. Can we do the same with small-scale LMs? 📑: arxiv.org/abs/2311.02805 🔗: inklab.usc.edu/MaRio/ 🧵👇 [1/n] #NLProc #xAI
Thanks for posting about our recent work led by @sahana_ramnath on making small LMs better rationalisers! More on this soon ✨🙌🏼
Tailoring Self-Rationalizers with Multi-Reward Distillation paper page: huggingface.co/papers/2311.02… Large language models (LMs) are capable of generating free-text rationales to aid question answering. However, prior work 1) suggests that useful self-rationalization is emergent…
Super excited to share this work done with my amazing labmate @sahana_ramnath! 💜 Fav ➡️ Discussion section: where we highlight the *quirks* of reward hacking for generating good quality rationales. I wish more papers talked about “why”s of their design decisions!
Excited to share our new preprint! 🙌🏽 📢 Large LMs are usually used to generate good quality free-text rationales as a means to boost their performance. Can we do the same with small-scale LMs? 📑: arxiv.org/abs/2311.02805 🔗: inklab.usc.edu/MaRio/ 🧵👇 [1/n] #NLProc #xAI
Hi friends, We will host the Southern California NLP (SoCal NLP) symposium at UCLA on 11/17 this year. see CFP and more information at socalnlp.github.io
Hello World! 🙌🏼 #SoCalNLP2023 is back this year, to be held @UCLA! 🏝️☀️ Keep an eye here for more announcements, but for now, our CfP is open! More details ⬇️ 🔗 openreview.net/group?id=SoCal… 📆Nov. 17, 2023
In this June 2024, we will offer a tutorial to systematically discuss the security and privacy issues of the current LLMs. Stay Tune!
Join us in Mexico City in June 2024!
🚀 Introducing AutoDAN, a method that automatically generates SEMANTICALLY MEANINGFUL #Jailbreak prompts for #redteaming aligned #LLMs . arxiv: arxiv.org/pdf/2310.04451…
Our GeoLM paper was accepted to #emnlp2023! Trained with #openstreetmap and #wikidata, support toponym recognition, toponym linking, geospatial relation extraction, and geo-entity typing. Come see our presentation in Singapore! with Zekun Li, Wenxuan Zhou, and @muhao_chen 1/2
Had a nice chat on Microsoft Research Podcast🎙about our recent work UniversalNER🔥 We released the code for recognizing any entity types: github.com/universal-ner/… Also, check out our project page (universal-ner.github.io) for a demo and more details!
Researcher Dr. Sheng Zhang joins “Abstracts”—your source for cutting-edge research in brief—to discuss a recent paper on distilling large language models into smaller, more efficient ones capable of excelling in a broad application class: msft.it/60199Sapv #MSRPodcast
🎉Excited to share that our paper on "Affective and Dynamic Beam Search for Story Generation" has been accepted at #EMNLP 2023 findings! 🎇 tenghaohuang.github.io/website/assets… Can LLMs produce stories with intriguing twists? 🧵[1/5]
Our LLMsec tutorial is accepted to NAACL 24! "Combating Security and Privacy Issues in the Era of Large Language Models" w/ @muhao_chen, @ChaoweiX, @hhsun1, @lileics & @AnimaAnandkumar See you in Mexico and online :)
Join us in Mexico City in June 2024!
Our LLMsec tutorial is accepted to NAACL 24! "Combating Security and Privacy Issues in the Era of Large Language Models" w/ @muhao_chen, @ChaoweiX, @hhsun1, @lileics & @AnimaAnandkumar See you in Mexico and online :)
It's a great honor to be an Amazon ML Fellow! Thanks all my advisors and collaborators, especially @muhao_chen and @kaiwei_chang !
Congratulations to our very own @fwang_nlp for winning the 2023-2024 Amazon ML Fellowship 🥳🥳! trustedai.usc.edu/20222023-amazo…
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