Kai-Wei Chang @kaiwei_chang
Associate Professor @UCLAengineering/@UCLA. Area: #NLProc/#ML/#AI https://t.co/zj1ssZj9ox kwchang.net Los Angeles, CA Joined April 2016-
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🏆Thrilled to share that VideoCon won the Best Paper Award at the Data Problems for Foundation Models #ICLR2024! I will present the work in 🇦🇹 Also, happy to share that I will be interning at @GoogleDeepMind w/ @kazemi_sm this summer! Happy to connect with folks in ICLR.
🏆Thrilled to share that VideoCon won the Best Paper Award at the Data Problems for Foundation Models #ICLR2024! I will present the work in 🇦🇹 Also, happy to share that I will be interning at @GoogleDeepMind w/ @kazemi_sm this summer! Happy to connect with folks in ICLR.
📢 NAACL Findings are welcome to submit (non-archival) to the #NAACL2024 @trustnlp workshop! Accepted papers will be presented alongside archival submissions. If interested, please fill out the form below ⬇️ ! 📝 Form: forms.gle/TFB9LmkZTRKoii… 🗓️ Deadline: May 1 2024
📢 We propose a new benchmark called PhonologyBench for testing how well LLMs perform on three tasks that require sound knowledge : phonemic transcription, counting syllables, and listing possible rhymes. w/ Harshita Khandelwal, @VioletNPeng 1/3
Happy to share our #ACL2023NLP Findings paper (arxiv.org/abs/2305.09022) on 🧭 navigating 🚢 conceptualizations of NLP tasks and measurements of performance! Work with @ericxyuan, @haldaume3, and @sulin_blodgett (1/n)
I had a great time visiting UCLA and USC during the spring break to give talks on "Amazing Multilingual Capabilities and Concerning Cultural Biases in Large Language Models". Thanks to @_jessethomason_ @VioletNPeng @kaiwei_chang @robinomial for hosting!
🔍🚨How to improve multilingual performance on structured prediction tasks? Excited to share our latest work CLaP - a label projection technique utilizing LLMs to do contextualized machine translation, improving two tasks in 47 languages including 10 extremely low-resource ones!
NEW : 𝐀𝐠𝐞𝐧𝐭🪄𝐋𝐮𝐦𝐨𝐬 is amazing at complex tasks Lumos is Language Agents with Unified Data Formats, Modular Design, & OS LLMs Lumos unifies a suite of complex interactive tasks, achieves competitive performance with GPT-4/3.5, OS agents Task➡️Modular Approach➡️Results
GPT-4 falls 18.1% short in QRData benchmark for advanced quantitative reasoning in sciences and finance, highlighting the gap in statistical and causal reasoning tasks compared to humans. Dive into our study for insights on enhancing #LLMs: xxxiaol.github.io/QRData/. 🤖📊🔍
GPT-4 falls 18.1% short in QRData benchmark for advanced quantitative reasoning in sciences and finance, highlighting the gap in statistical and causal reasoning tasks compared to humans. Dive into our study for insights on enhancing #LLMs: xxxiaol.github.io/QRData/. 🤖📊🔍
🔥 Unlocking the power of Abstract Meaning Representations, AMRFact generates coherent, factually inconsistent summaries with high error-type coverage to improve the factuality evaluation on abstractive summarization! 📣 Check out our new #NAACL2024🇲🇽work: arxiv.org/abs/2311.09521
(((ل()(ل() 'yoav))).. @yoavgo
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William Wang @WilliamWangNLP
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Percy Liang @percyliang
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Akari Asai @AkariAsai
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Kyunghyun Cho @kchonyc
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Sasha Rush @srush_nlp
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Graham Neubig @gneubig
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Yoav Artzi @yoavartzi
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Bill Yuchen Lin 🤖 @billyuchenlin
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Delip Rao e/σ @deliprao
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Luca Soldaini 🎀 @soldni
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Dr.R @MichaelRan15
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Shawn Yuxuan Tong @tongyx361
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JHU CLSP @jhuclsp
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Iris Zhang @irischongzhang
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293 Followers 891 Following Senior Research Fellow in University of Oxford @OxfordTVG Faculty Researcher @Google #ResponsibleAI #AISafety #GenAI Homepage: https://t.co/YOSVO3jb6h
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(((ل()(ل() 'yoav))).. @yoavgo
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William Wang @WilliamWangNLP
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Percy Liang @percyliang
49K Followers 408 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
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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).
Sasha Rush @srush_nlp
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Graham Neubig @gneubig
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Yoav Artzi @yoavartzi
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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
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
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 🌈
Christopher Manning @chrmanning
127K Followers 116 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
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.
Wenhu Chen @WenhuChen
11K Followers 520 Following AI researcher @UWaterloo @GoogleAI @VectorInst. Interested in natural language processing, diffusion models. I direct TIGER-Lab at UWaterloo.
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
Luca Soldaini 🎀 @soldni
6K Followers 1K Following I like tokens! Lead for OLMo data team at @allen_ai (Dolma 🍇), OSS is fun, @QueerInAI organizer 🤖☕️🍕they/them (views mine, not my employer’s)
Gautam Kamath @thegautamkamath
44K Followers 507 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Mark Dredze @mdredze
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Shao-Hua Sun @shaohua0116
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931 Followers 363 Following Professor of ML and AI, University of Texas at Dallas
Haotian Zhang @HaotianZhang4AI
432 Followers 239 Following Research Scientist @ Apple. Ex-Research Intern @ MSR AI. Ph.D. @ UW. Be Borderless.
LLM Security @llm_sec
8K Followers 296 Following Research, papers, jobs, and news on large language model security. Got something relevant? DM / tag @llm_sec
SIGDAT @SIGDAT_EMNLP
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1K Followers 131 Following CS PhD candidate @UCLA @MITIBMlab | embodied 3D foundation models | 3D & language | embodied AI
Gaurav @mitts1910
1K Followers 234 Following Senior Researcher @ Microsoft working on Responsible AI and Multi-modal Content Understanding
Zhijing Jin @ZhijingJin
3K Followers 1K Following Final-year PhD @MPI_IS & @ETH_en w/ @bschoelkopf. Research on (1) @CausalNLP and (2) NLP4SocialGood @NLP4SG. Mentor and mentee @ACLMentorship.
David Jurgens @david__jurgens
2K Followers 558 Following Associate Professor at @UMSI and @UMichCSE working in computational social science and NLP. PI of the Blablablab https://t.co/pt1UFJuBiU
Aram Galstyan @aram_galstyan
695 Followers 454 Following Amazon Scholar with Amazon AGI, Research Professor of Computer Science at the USC Information Sciences Institute
QueerInAI @QueerinAI
7K Followers 92 Following Our mission is to raise awareness of queer issues in AI, foster a community of queer researchers and celebrate the work of queer scientists. See pinned tweet.
Mona Diab @MonaDiab77
1K Followers 689 Following Director of LTI, CMU. ACL Fellow. I am passionate about language, mind, responsible technologies, technology/society, history, politics, nutrition!
Chujie Zheng @ChujieZheng
511 Followers 494 Following LLM alignment and safety #LLMs | Visiting Scholar @CS_UCLA | PhD student @TsinghuaCoAI | he/him/his
Yonatan Bitton @YonatanBitton
923 Followers 924 Following Research Scientist at @Google CS PhD at @HebrewU. Recent research areas include image-text alignment, text-to-Image models, and visual instruction tuning.
Fei Wang @fwang_nlp
920 Followers 2K Following PhD candidate @USC. PhD Fellow @Amazon. Responsible LLM.
Niloofar (Fatemeh) Mi.. @niloofar_mire
4K Followers 1K Following Postdoc @uwcse-@uwnlp, Ph.D. from @ucsd_cse /Privacy, ML, NLP, @winlpworkshop chair, @MSFTResearch - Semantic Machines
Michael Saxon @m2saxon
2K Followers 1K Following CS PhD cand @ucsbNLP 🌊🌴 @NSF GRFP 🧐analyzing semantics in generative lang/img AI models🤖 Big tech ex-intern. BS/MS @ASU 🌵🏜 🔜 @AMD opensrc GenAI RS intern
Vivek Gupta @VIVEKGU61712363
240 Followers 899 Following We can learn & improve from all, as all is by all for all; or so that we can also be useful for all, like all; (responsbilities)!#hbti #iitd #uprvunl #bhel #aai
Elan Sopher Markowitz @elan_marko
104 Followers 199 Following PhD @USC | Formerly @UCLA | AI + Language Models + Knowledge Graphs + Graph Learning | ex-@Amazon
Yen-Huan Li @yenhuan_li
2K Followers 536 Following Associate professor in CS @ National Taiwan University. PhD in CS from EPFL. Learning, optimization, statistics, and some quantum information.
Yihe Deng @Yihe__Deng
2K Followers 1K Following CS PhD student @UCLA | Prev. Applied Scientist Intern @AWS | LLM, Multi-modal learning
Yao Qin @YaoQin_UCSB
3K Followers 272 Following Assistant Professor @UCSB; Research Scientist @googleresearch; PhD @UCSD
Joel Stremmel @JoelStremmel
199 Followers 218 Following Dad, ML researcher, wannabe poet. I'm learning to listen, but it's fun to shout.
Xiang Lorraine Li @xiang_lorraine
1K Followers 596 Following YI @ai2_mosaic Previous: @UMass_NLP PhD Fall 2023: @PittCompSci She / her @[email protected]
Ashima Suvarna 🌻 @suvarna_ashima
290 Followers 474 Following Phd-ing @UCLA | @Deepmind Scholar | Mitacs Scholar '19
Justin Cho 조현동 @HJCH0
747 Followers 688 Following NLP PhD candidate @cutelabname_nlp @nlp_usc @USC_ISI Interned @amazonscience, @AIatMeta x2, @stitchfix CS B.Eng @hkust Cofounder @auto_lang
Jack Hessel @jmhessel
3K Followers 901 Following ML, NLP, CV. PhD from @CornellCIS; Opinions my own.
Xiao Liu @xxxxiaol
158 Followers 232 Following PhD student at PKU #NLProc | Prev Visiting Researcher at UCLA
Kianté Brantley @xkianteb
1K Followers 2K Following ML Researcher | Postdoctoral Scholar at Cornell | Member of @umdclip, @coralumbc, and @CILVRatNYU | Fitness enthusiast | (He/Him)
Wei-Lin Chiang @infwinston
3K Followers 852 Following CS PhD student at UC Berkeley. co-lead of Chatbot Arena @lmsysorg
Pin-Yu Chen @pinyuchenTW
3K Followers 840 Following Principal research scientist@IBM Research & Chief Scientist@RPI-IBM AI Research Collaboration & PI@MIT-IBM AI Lab. IJCAI Computers & Thought Award Winner.
Hao Cheng @kelvinih
61 Followers 121 Following Researcher @ Microsoft Research & Adjunct Faculty @ University of Washington
Haoyi Qiu @HaoyiQiu
443 Followers 559 Following First year PhD student @UCLA 💙 BS in CS&Math @UMich〽️ #NLP 🌷
Mistral AI @MistralAI
91K Followers 0 Following Fast, open-source and secure language models. Join us https://t.co/INALdNGvCP
Michael Chang @mmmbchang
2K Followers 2K Following Amplify human creativity Gemini @GoogleDeepMind Prev @LangChainAI, @MetaAI, @SchmidhuberAI PhD @berkeley_ai, w/ @svlevine, @cocosci_lab. BS @MIT @MITCoCoSci
Amita Kamath @kamath_amita
372 Followers 169 Following PhD student at @UCLANLP | Previously, Predoctoral Young Investigator at @Allen_AI and Stanford CS MS student @StanfordNLP
I-Hung Hsu @IHung_Hsu
135 Followers 259 Following
Xuezhe Ma (Max) @MaxMa1987
1K Followers 350 Following Research Lead @USC_ISI and Research Assistant Professor @CSatUSC PhD at CMU ML/NLP @LTIatCMU @CarnegieMellon
Yuki Arase (荒瀬 �.. @Yuki_arase
3K Followers 629 Following NLP researcher working on paraphrasing, NLP for language education, machine translation, and dialogue systems. MSRA ⏩ Osaka University ⏩ Professor@TITECH
Weiyan Shi @shi_weiyan
3K Followers 694 Following Postdoc @StanfordNLP, incoming assistant professor @Northeastern, PhD @Columbia| Prev Intern @MetaAI |Co-created CICERO | persuasive chatbots + privacy #nlproc
Sharon Levy @sharonlevy21
1K Followers 573 Following Incoming Assistant Professor @RutgersCS Fall 2024 | Current Postdoc @jhuclsp PhD from UCSB @ucsbNLP Research in Responsible NLP
Cheng-Fu Joey Yang @cfyang58
17 Followers 23 Following PhD student @UCLANLP. Broadly interested in Vision and Language, Robotics and Planning.
🏆Thrilled to share that VideoCon won the Best Paper Award at the Data Problems for Foundation Models #ICLR2024! I will present the work in 🇦🇹 Also, happy to share that I will be interning at @GoogleDeepMind w/ @kazemi_sm this summer! Happy to connect with folks in ICLR.
📢 📽✍️We introduce VideoCon, a video-text dataset for training SOTA alignment model. It resolves a typical issue in video-text alignment models that struggles with robustness. w/ @YonatanBitton, Idan Szpektor, @kaiwei_chang , @adityagrover_ video-con.github.io 🧵 1/
I vouch for Harry’s strong research skills, amazing mentorship qualities, and generally his positive constructive attitude toward learning and discovery. If you are considering doing a PhD in NLP, do consider applying! ⬇️
I'm excited to join @DrexelUniv @DrexelCCI as an assistant professor in Dec 2024! I'm actively looking for a couple of PhD students, so don't hesitate to introduce yourself or anyone you know. See my work and interests at zharry.com.
PhDone!!!! 👨🎓 08/2019-04/2024 What a journey 🥳🚞 I especially feel lucky to share this once-in-a-life-time moment with people I love ❤️ . And seeing my passion-driven research efforts being acknowledged by researchers I deeply admire 🌞!! Special thanks to my awesome committee…
Registration is officially open! 2024.naacl.org/registration/r… #NAACL2024
📢 NAACL Findings are welcome to submit (non-archival) to the #NAACL2024 @trustnlp workshop! Accepted papers will be presented alongside archival submissions. If interested, please fill out the form below ⬇️ ! 📝 Form: forms.gle/TFB9LmkZTRKoii… 🗓️ Deadline: May 1 2024
🔍Hallucination or informativeness? 🤔Our latest research unveils a multi-dimensional benchmark and an LLM-based metric for measuring faithfulness and coverage in LVLMs. Explore our new method for a more reliable understanding of model outputs! 📣arxiv.org/pdf/2404.13874…
It got an oral presentation slot at NAACL!
What do you do when someone questions your work while you're giving a talk? You do a collaboration! Coming to NAACL 24: a paper investigating when contested translations matter for text-to-image multilinguality assessment w/ @FPSLuozi from ASU arxiv.org/abs/2403.11092 1/8
Our team in FAIR (at Meta) is hiring researchers (RS & PostDoc) to work on the broad topics of text and multimodal LLMs. Location: NY, Seattle or Menlo Park for RS, and Seattle for PostDocs. PostDoc: metacareers.com/jobs/968496244… Research Scientist, AI (PhD): metacareers.com/jobs/752169417…
@kaiwei_chang I really like the model but the pure CPP maskrcnn causes forward compatibility issues with pytorch 2.+ :( I was considering either trying to port it to use the maskrcnn in pure python w/ ptvision, or using tweaks I saw in the issues page to build a torch 2.0 compatible version
@kaiwei_chang Yeah I am able to use docker to run it, the issue is that I would like to package it within a release I'm working on and I'd rather minimize the dependency issues users would have getting it running, preferably in pure conda. Would be happy to discuss this!
Hiring a Post-doctoral researcher in my lab, please consider applying if you see the position fits your expertise and interest. The research is at the intersection of NLP and CV leveraging neuro-symbolic modeling in V&L navigation; #NLProc, #ACL, #CVPR careers.msu.edu/en-us/job/5182… .
My PhD student @xue_yihao65785 has received one of the 50 @OpenAI Superalignment Fast Grants (out of 2700 applications)! Big congrats Yihao and looking forward to seeing more amazing work from you! 🎉🎉🌱🌱
Huge thanks to @OpenAI for the superalignment fast grants! Can't put into words how happy I am. Looking forward to diving into a seriously exciting project!
🎉 Exciting news! Our #MathVista is excelling with the latest advances in vision-language models (VLMs). Grok-1.5V by @xai achieves a 52.8% score, surpassing leading models such as GPT-4V, Claude 3 Opus, and Gemini Pro 1.5! 🔗 Visit our project page: mathvista.github.io 👀…
Spent a fantastic weekend at Lake Arrowhead with the @uclanlp group! ❄️🏔️⬆️ Enjoyed scenic drives, delicious meals, engaging conversations, and brainstorming sessions. Truly inspiring! 🚗🥘😋💬 🖼️🧠💡
Huge thanks to @OpenAI for the superalignment fast grants! Can't put into words how happy I am. Looking forward to diving into a seriously exciting project!
📢 We propose a new benchmark called PhonologyBench for testing how well LLMs perform on three tasks that require sound knowledge : phonemic transcription, counting syllables, and listing possible rhymes. w/ Harshita Khandelwal, @VioletNPeng 1/3
Happy to share our #ACL2023NLP Findings paper (arxiv.org/abs/2305.09022) on 🧭 navigating 🚢 conceptualizations of NLP tasks and measurements of performance! Work with @ericxyuan, @haldaume3, and @sulin_blodgett (1/n)
Have you ever wanted to train LLMs in pure C without 245MB of PyTorch and 107MB of cPython? No? Well now you can! With llm.c: github.com/karpathy/llm.c To start, implements GPT-2 training on CPU/fp32 in only ~1,000 lines of clean code. It compiles and runs instantly, and exactly…
🚨 New preprint (arxiv.org/abs/2404.03139) w/ @jiank_uiuc & @YizhouSun. We dive deep into the question: why do GNNs perform better for high-degree nodes? Finding diverse hypotheses in the literature, we offer many theoretical & empirical insights into the origins of degree bias.
I had a great time visiting UCLA and USC during the spring break to give talks on "Amazing Multilingual Capabilities and Concerning Cultural Biases in Large Language Models". Thanks to @_jessethomason_ @VioletNPeng @kaiwei_chang @robinomial for hosting!
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