Peng Qi @qi2peng2
#NLProc researcher @ AWS AI (@AmazonScience). Part-time machine learner & linguistics enthusiast. Previously: PhD @stanfordnlp, JD AI. He/him. Opinions my own. Joined December 2015-
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Writing meta-reviews for #ACL2024NLP gives me the urge to write yet another "how to write a good review" PSAs that nobody reads. But it's actually simple: Write your review as if you are writing a good scientific paper -- back your arguments with solid evidence and not feelings!
Kinda funny that the Mandarin and Japanese translated audios sound like second-language learners with some hard-to-get-rid-of pronunciation habits from speaking English-like languages as their mother tongue.
Kinda funny that the Mandarin and Japanese translated audios sound like second-language learners with some hard-to-get-rid-of pronunciation habits from speaking English-like languages as their mother tongue.
I'm hiring a PhD intern for the FAIR CodeGen (Code Llama) team. Do research on Code LLMs, execution feedback, evaluation, etc. Apply here: metacareers.com/jobs/170210647…
Someone must really like our paper that they wrote the exact same one after two years! I could argue that ours (arxiv.org/pdf/2103.11794…) had better typesetting than this reinvention (arxiv.org/pdf/2312.03738…). 😉 Thanks @vjhofmann for discovering this gem.
Someone must really like our paper that they wrote the exact same one after two years! I could argue that ours (arxiv.org/pdf/2103.11794…) had better typesetting than this reinvention (arxiv.org/pdf/2312.03738…). 😉 Thanks @vjhofmann for discovering this gem.
This is an oft-missed perspective that's very important: GPT-4 is not just a model, it's a whole product. In this product, the model is essential, but it is just one of many components that contribute to the end-to-end user experience.
This is an oft-missed perspective that's very important: GPT-4 is not just a model, it's a whole product. In this product, the model is essential, but it is just one of many components that contribute to the end-to-end user experience.
Tomorrow Dec 9, 9am-10:30am, East Foyer Posters😉
Tomorrow Dec 9, 9am-10:30am, East Foyer Posters😉
It's been a year since we originally published these results on arXiv, and now you can finally find our findings in #EMNLP2023 Findings! Make sure to find my great collaborators @KaiserWhoLearns and @yuhaozhangx at EMNLP if you want to chat!
It's been a year since we originally published these results on arXiv, and now you can finally find our findings in #EMNLP2023 Findings! Make sure to find my great collaborators @KaiserWhoLearns and @yuhaozhangx at EMNLP if you want to chat!
“Prompt engineering” resembles “agile development” in so many ways that it’s far beyond a bad pun. #braindump
At the #acl2023nlp venue, there’s now a selfie booth that helps you generate an AI avatar (to potentially put on your badge or something?). #ComputerVision and #NLProc are unifying as one!
Come hear my awesome @AmazonScience colleague @HanRujun present his #ACL2023NLP work at the poster session 9:00–10:30 on the first floor of the conference center *below* the Metropolitan Ballroom!
Come hear my awesome @AmazonScience colleague @HanRujun present his #ACL2023NLP work at the poster session 9:00–10:30 on the first floor of the conference center *below* the Metropolitan Ballroom!
Took me more than 30 minutes to find my own way to my virtual poster, but I'll be presenting PragmatiCQA at Virtual Poster Session 1, Group 1, top-left corner in gather town until 12:30 EDT. Come around if you're interested! 😆
Took me more than 30 minutes to find my own way to my virtual poster, but I'll be presenting PragmatiCQA at Virtual Poster Session 1, Group 1, top-left corner in gather town until 12:30 EDT. Come around if you're interested! 😆
(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K Following
Jim Fan @DrJimFan
229K Followers 3K Following @NVIDIA Sr. Research Manager & Lead of Embodied AI (GEAR Lab). Creating foundation models for Humanoid Robots & Gaming. @Stanford Ph.D. @OpenAI's first intern.
William Wang @WilliamWangNLP
14K Followers 716 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.
Akari Asai @AkariAsai
11K Followers 650 Following Ph.D. student @uwcse & @uwnlp. NLP. IBM Ph.D. fellow (2022-2023). Meta student researcher (2023-) . ☕️ 🐕 🏃♀️🧗♀️🍳
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
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).
Graham Neubig @gneubig
31K Followers 586 Following Associate professor at CMU, studying natural language processing and machine learning.
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.
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 🌈
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.
Ofir Press @OfirPress
10K Followers 3K Following I build tough benchmarks for LMs and then I get the LMs to solve them. Postdoc @Princeton. PhD from @nlpnoah @UW. Ex-visiting researcher @MetaAI & @MosaicML.
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
Yao Fu @Francis_YAO_
13K Followers 2K Following PhD @EdinburghNLP on LLMs and Machine Reasoning. Ex. @Columbia @PKU1898 @MITIBMLab @allen_ai AGI has yet to come, so keep running
Naomi Saphra @nsaphra
7K Followers 1K Following Waiting on a robot body. ML/NLP. All opinions are universal and held by both employers and family. Same username on every lifeboat off this sinking ship.
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
Luca Soldaini 🎀 @soldni
6K Followers 1K Following I like tokens! Lead for OLMo data team at @allen_ai (makin Dolma 🍇), open source science fan, @QueerInAI organizer 🤖☕️🍕they/them
Xi Ye @xiye_nlp
2K Followers 304 Following CS PhD student @UTAustin. I study NLP, particularly explanations. I sometimes make memes.
Greg Durrett @gregd_nlp
6K Followers 752 Following CS professor at UT Austin. I do NLP most of the time. he/him
Leo Boytsov @srchvrs
7K Followers 2K Following Sr. Research Scientist @AWS Labs (ph-D @LTIatCMU) working on unnatural language processing, speaking πtorch & C++. Opinions sampled from MY OWN 100T param LM.
ssteevens @Steevens43
151 Followers 4K Following
Ron Rocket @RonnyRumble
53 Followers 538 Following 🌍 Energy innovator |🌱Renewable energies | 🤖 AI & blockchain visionary | Shaper of the future #Sustainability #TechTrends
Mohammed Amine BEN CH.. @AmineLehocine
33 Followers 1K Following
pengch fan @FanPengch
212 Followers 6K Following
V Sriram @VSriram23
141 Followers 4K Following
Laura Liu @lauraqq
21 Followers 379 Following
香蕉皮 @darcy_Yeah
39 Followers 978 Following
wangzhuxi666 @wangzhuxi666
91 Followers 4K Following
Vikram Dutt @vd_
815 Followers 7K Following
Sweta Agrawal @swetaagrawal20
946 Followers 1K Following Postdoc Researcher @itnewspt | Ph.D. @ClipUmd, @umdcs #nlproc
Mahi @FlyMahiFly
197 Followers 2K Following “I like intensity, drama & risk” live an adventure to improve the quality of all life Entrepreneur, Founder (AI, Transformers, Vision), Cornell Alumni, Pilot ✈️
Imperial NLP @imperial_nlp
70 Followers 336 Following We are the Natural Language Processing community here at Imperial College London. Looking forward to sharing more of our work over the coming months! #NLProc
Pensé FFun @inftyCategory
113 Followers 6K Following
Janhavee Shinde @SJanhavee
55 Followers 2K Following
Weiyan Shi @shi_weiyan
3K Followers 683 Following Postdoc @StanfordNLP, incoming assistant professor @Northeastern, PhD @Columbia| Prev Intern @MetaAI |Co-created CICERO | persuasive chatbots + privacy #nlproc
djhardcore007 @djhardcore007
74 Followers 507 Following
Joe Stacey @_joestacey_
575 Followers 1K Following PhD student at Imperial and Apple Scholar. I love running, NLP and travelling (in no particular order). Ex teacher and PwC Consultant. #NLProc
Taki @Takihasanrafi
53 Followers 757 Following Foundation Models / LLMs / VLMs / Responsible AI | PhD in CS @Hanyang!
Wei-Lin Chen @wlchen0206
20 Followers 219 Following Incoming Ph.D. student @CS_UVA Prev. @ National Taiwan University @AIResearchAIST
Chengxu Zhuang @ChengxuZhuang
435 Followers 204 Following Make artificial intelligence models more human like! ICoN Postdoctoral Fellow at MIT. Previously Stanford PhD student @NeuroAILab.
Zhaoyi LI @LiZhaoyi13
5 Followers 120 Following CS PhD student at University of Science and Technology of China @ustcglobal,@studyatustc & CityU of Hong Kong @cityuhongkong. NLP research.
Tenghao Huang @TenghaoHuang45
235 Followers 340 Following Ph.D. Candidate @USC ｜B.S. @UNC | Applied Scientist Intern @amazon | LLM Agent & Creative AIGC
Caroline 🤪 @Caroline__K3237
8 Followers 189 Following Eхquisitе sеductrеss in рursuit of intеnse, еlеctric рleаsurе
Feigaobox @feigaobox
143 Followers 1K Following
Jitendra Sharma @jkumarsharma998
814 Followers 6K Following Curious about Research in AI. NLP and Computer Vision Interest me. Curious about truth and existence. Views are personal.
Harsh Kohli @hkohli14
32 Followers 217 Following PhD student at The Ohio State University Previously - Amazon, Microsoft, GeorgiaTech, BITS Pilani Research interests: Language Models and all things NLP
kumar @kumar__nn
0 Followers 1K Following
Qasim Ali @QasimAliSidhu
168 Followers 1K Following AI First Tech Savvy Technical Customer Support Engineer #AI #GenerativeAI #GenAI #FutureAILeaders #AIFirst
Kun (Kevin) SUN @Sharp_K_Sun
226 Followers 2K Following Scientist Researcher @ Tübingen University and Professorial Research Fellow @ Fudan University, and interested in LLMs, NLP, and computational cognition .
Garrett -DeepWriterAI @DeepAIWriter
12K Followers 6K Following Over-engineering Agentic Systems for long-form writing. Generating scripts, fiction or non, breakthrough ideas, whole universes, etc. The Deep Writer. DM4demo.
James Villarrubia @james_mtc
24K Followers 8K Following Tech, AI, and education startup nerd. Former @WhiteHouse, @DeptofDefense, @TheJusticeDept wonk. Now an Innovation Fellow in AI @NASA. Tweets are my own.
Welt Geist @weltgeist108
175 Followers 1K Following
Sunqi Fan @Sunqi_Fan
104 Followers 566 Following a third-year undergrad @Tsinghua_Uni, studying NLP/LLM/CV. Seeking for 25 Fall Ph.D. position
Jake Zhao @jakezhao2024
3 Followers 25 Following
FieldWodd @2FieldWodd
21 Followers 53 Following
Zhen Fan @ZhenFanZF
1 Followers 16 Following
Grace Miller @XBai12312767
22 Followers 653 Following life is too short so that we should use time with someone who love us from their heart it's better than using time with someone who never take care for us
Fiana | A Learner @fianfitr
176 Followers 5K Following @F_Nurfitriana | Psy. | Always go with the choice that scares you the most, because that's the one that is going to help you grow. | Bismillah CHRO.
Yufan Song @YufanSong98
26 Followers 256 Following
(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K Following
Jim Fan @DrJimFan
229K Followers 3K Following @NVIDIA Sr. Research Manager & Lead of Embodied AI (GEAR Lab). Creating foundation models for Humanoid Robots & Gaming. @Stanford Ph.D. @OpenAI's first intern.
William Wang @WilliamWangNLP
14K Followers 716 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.
Akari Asai @AkariAsai
11K Followers 650 Following Ph.D. student @uwcse & @uwnlp. NLP. IBM Ph.D. fellow (2022-2023). Meta student researcher (2023-) . ☕️ 🐕 🏃♀️🧗♀️🍳
Sasha Rush @srush_nlp
52K Followers 464 Following Professor, Programmer in NYC. Cornell Tech, Hugging Face 🤗 https://t.co/cZl0wTfqGz
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
AI at Meta @AIatMeta
531K Followers 255 Following Together with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
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).
Christopher Manning @chrmanning
126K Followers 115 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
Graham Neubig @gneubig
31K Followers 586 Following Associate professor at CMU, studying natural language processing and machine learning.
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.
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 🌈
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.
Ofir Press @OfirPress
10K Followers 3K Following I build tough benchmarks for LMs and then I get the LMs to solve them. Postdoc @Princeton. PhD from @nlpnoah @UW. Ex-visiting researcher @MetaAI & @MosaicML.
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
Naomi Saphra @nsaphra
7K Followers 1K Following Waiting on a robot body. ML/NLP. All opinions are universal and held by both employers and family. Same username on every lifeboat off this sinking ship.
Richard Socher @RichardSocher
101K Followers 970 Following CEO @youSearchEngine Investing at @aixventuresHQ Before: Stanford Adj Prof in AI/NLP, Chief Scientist at Salesforce, MetaMind
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
Sida Wang @sidawxyz
450 Followers 295 Following
Matei Zaharia @matei_zaharia
39K Followers 1K Following CTO at @Databricks and CS prof at @UCBerkeley. Working on data+AI, including @ApacheSpark, @DeltaLakeOSS, @MLflow, https://t.co/94gROE5Xa0. https://t.co/nmRYAKG0LZ
Jacob Eisenstein @jacobeisenstein
8K Followers 2K Following @[email protected]. Computational linguistics⚡ machine learning⚡ computational social science. Tweeting my own bad opinions since 2010.
Yian Zhang @zhang_yian
147 Followers 108 Following NLP and DL enthusiast. Previously at Stanford CRFM and NYU ML2. Homepage: https://t.co/w0hGp7vMam @SiebelScholars Class of 2023 Opinions are my own.
Quanquan Gu @QuanquanGu
9K Followers 2K Following Professor @UCLA | Head of AIDD, ByteDance Research | Recent work: Self-play fine-tuning (SPIN) | Opinions are my own
Tengyu Ma @tengyuma
25K Followers 512 Following Assistant professor at Stanford; Co-founder of Voyage AI (https://t.co/wpIITHLgF0) ; Working on ML, DL, RL, LLMs, and their theory.
Tri Dao @tri_dao
18K Followers 364 Following Incoming Asst. Prof @PrincetonCS, Chief Scientist @togethercompute. Machine learning & systems.
Danilo Ribeiro @ ACL .. @danilodnr2
37 Followers 51 Following Scientist @awscloud working with AI & NLP. @northwesterncs Alum.
Zhengxuan Wu @ZhengxuanZenWu
751 Followers 532 Following goes by zen, CS Ph.D. student @stanfordnlp @StanfordAILab
Kelvin Guu @kelvin_guu
3K Followers 333 Following Senior staff research scientist @ Google DeepMind leading cross-functional teams of 40+ (research/eng/PM/UI/UX), turning our SOTA research into new AI products.
Tianyi Zhang @Tianyi_Zh
1K Followers 613 Following iterating ... I used to train more language models but am working on agents now
Mandar Joshi @mandarjoshi_
2K Followers 487 Following Research Scientist at Google DeepMind. Formerly CS/NLP PhD student at the University of Washington, Seattle. Here for cats, NLP, and politics.
Omar Khattab @lateinteraction
11K Followers 2K Following CS PhD candidate @StanfordNLP. 2022 Apple Scholar in AI/ML. Author of ColBERT (https://t.co/2ZtgXoa1np), DSPy (https://t.co/BH7WmMKDXR), & various retrieval & LM systems.
Pang Wei Koh @PangWeiKoh
3K Followers 789 Following Assistant professor at @uwcse. Formerly @StanfordAILab @GoogleAI @Coursera. 🇸🇬
Kaiser Sun @KaiserWhoLearns
726 Followers 405 Following Ph.D. student at @jhuclsp , human LM that hallucinates. Formerly @MetaAI, @uwnlp and @AWS they/them🏳️🌈
Rujun Han @HanRujun
156 Followers 184 Following Applied Scientist @AWS AI Labs working on open-domain search + question-answering. CS Ph.D. from @USC_ISI. Former research analyst @federalreserve.
Seattle Police Depart.. @SeattlePD
578K Followers 1K Following Seattle PD news/events. Not Monitored. Call 911 to report emergencies. Privacy Policy: https://t.co/T5EaWoa7EZ * Preliminary Info Subject To Change
Fereshte Khani @fereshte_khani
5K Followers 859 Following @OpenAI, ex-@Microsoft, CS Ph.D. @stanfordAILab, working on reliability, and alignment in machine learning.
Yogarshi Vyas @yogarshi
991 Followers 1K Following Senior Applied Scientist @awscloud interested in NLP/ML. PhD @UMDCS, @iitkgp undergrad. Compulsive reader, SFF fan, quizzer.
Yang Song @DrYangSong
10K Followers 886 Following Leading the Strategic Explorations team @OpenAI. Score-Based Models. Diffusion Models. Consistency Models.
Jifan Chen @Jifan_chen
344 Followers 516 Following Applied Scientist @awscloud. Ph.D. from @UTAustin. Interpretable and Robust Models #NLProc. I have a super powerful language model in my brain.
@[email protected].. @smolix
21K Followers 121 Following AutoML with https://t.co/xqkK2q7L02 - learn ML with https://t.co/9W8dBWESkW - join us at https://t.co/uY2XbWTgaT
Kristina Toutanova @toutanova
878 Followers 207 Following
Luca Soldaini 🎀 @soldni
6K Followers 1K Following I like tokens! Lead for OLMo data team at @allen_ai (makin Dolma 🍇), open source science fan, @QueerInAI organizer 🤖☕️🍕they/them
Davis Liang @LiangDavis
328 Followers 219 Following NLProc Research Scientist @AbridgeHQ. Prev: Research Scientist (@MetaAI), Applied Scientist (@awscloud).
Divyansh Kaushik @dkaushik96
4K Followers 3K Following Emerging tech and national security. DC/PGH. “An imported Indian immigrant,” @BreitbartNews.
Leo Boytsov @srchvrs
7K Followers 2K Following Sr. Research Scientist @AWS Labs (ph-D @LTIatCMU) working on unnatural language processing, speaking πtorch & C++. Opinions sampled from MY OWN 100T param LM.
Dr. Pedro Rodriguez @.. @EntilZhaPR
658 Followers 585 Following Researcher @MetaAI FAIR CS PhD: UMD 🐢, @clipumd UGrad: Berkeley CS 🐻 Natural Language Processing - QA+Retrieval LMs+Eval He/Him 🏳️🌈
C. Gómez-Rodríguez @carlosgr_nlp
1K Followers 234 Following Full professor at @udc_gal. Member of @lysresearch. Researcher in natural language processing/computational linguistics. https://t.co/CxcXfFf0Wm
Tanmoy Chakraborty @Tanmoy_Chak
2K Followers 822 Following Associate Professor @iitdelhi; ACM Distinguished Speaker; Lab @lcs2lab; Previously @IIITDelhi @UofMaryland @iitkgp; #NLP #SocialComputing #GraphNeuralNetworks
Ryan David Cotterell @ryandcotterell
9K Followers 1K Following
Philip Vollet @philipvollet
29K Followers 5K Following Head of Developer Growth @weaviate_io & Open source lover tweeting about machine learning and data science projects.
Daniel Cer @daniel_m_cer
386 Followers 724 Following Research Scientist at @GoogleAI, @googIeresearch.
Bram @BramVanroy
1K Followers 706 Following @ku_leuven @ccl_kuleuven: Creative #NLG 🖋️ @ivdnt: Dutch #NLProc and #LLMs 🤖 Organizing @ctt2024 🖋️ Fellow at @huggingface 🤗 Prev. @lt3ugent, @SignON
Aditya Grover @adityagrover_
8K Followers 412 Following CS Prof @UCLA. AI, ML, Climate. Prev: Postdoc @berkeley_ai, PhD @StanfordAILab, bachelors @IITDelhi.
Manaal Faruqui @manaalfar
3K Followers 646 Following Senior Staff Research Scientist @Google Bard. Love eating, movies, travel and politics. Spread love, not war.
UCSB NLP Group @ucsbNLP
1K Followers 729 Following The NLP Group @ University of California, Santa Barbara. Profs. @WilliamWangNLP, Xifeng Yan, Simon Todd, @CodeTerminator, @lileics; acct run by @m2saxon
Jack Hessel @jmhessel
3K Followers 901 Following ML, NLP, CV. PhD from @CornellCIS; Opinions my own.
Jiacheng Xu @JiachengNLP
1K Followers 501 Following Researcher at Salesforce Research. Prev PhD @UTAustin, advised by @gregd_nlp; prev Google and Microsoft intern. 🏳️🌈
Amazon Science @AmazonScience
93K Followers 2K Following The latest news and research from Amazon's science community. #AmazonScience
Chris Donahue @chrisdonahuey
5K Followers 1K Following Generative models, musical expression for all. Assistant professor at CMU CSD. Part time research at Google Magenta (views my own)
Bhuwan Dhingra @bhuwandhingra
928 Followers 290 Following Natural Language Processing / Machine Learning research. Assistant Professor @dukecompsci, @duke_nlp; Research Scientist @googleai
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.
Wow, 1000 members in the 🤗 MLX Community. And 300 pre-quantized / converted models. More added every day. Check it out: huggingface.co/mlx-community
@qi2peng2 It would be nice if we can actually review the reviews with feedback. :) Sometimes there are some really amazing reviews though!
having a tough day in unicodeland with @mechanicaldirk and @rev_bucket
I'm hiring a PhD intern for the FAIR CodeGen (Code Llama) team. Do research on Code LLMs, execution feedback, evaluation, etc. Apply here: metacareers.com/jobs/170210647…
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
Introducing WebLINX 🐯, a large benchmark for AI agents navigating real websites with multi-turn dialogue. 100K interactions across 2300 demonstrations on 150 real-word websites. Includes HTML, screenshots and videos. Tests unseen sites, tasks, blind users arxiv.org/abs/2402.05930
Teaching prep efficiency in your first year vs last year of being on the tenure track
Wow… how is this possible 😂😂
Someone must really like our paper that they wrote the exact same one after two years! I could argue that ours (arxiv.org/pdf/2103.11794…) had better typesetting than this reinvention (arxiv.org/pdf/2312.03738…). 😉 Thanks @vjhofmann for discovering this gem.
@sivareddyg @arxiv @JasperJJian @JKleenankandy Or take the following tables, left from a NAACL paper by Xiaochen Hou, @qi2peng2, and colleagues, right from a recent arXiv preprint, again by one of the same authors. The change in model name from "GraphMerge" to "SynthFusion" is interesting.
In AI we pride ourselves in fast progress. But let's face it: we often converge on weaker ideas, for infrastructure reasons. @sarahookr called this the Hardware Lottery. Can we overcome it? With ML–Systems codesign, ColBERTv2 got its own fast retrieval infra.🧵⤵️is how it works
A🧵on beating the hardware lottery for retrieval: the internals of the late interaction stack. ColBERT introduced a quirky multi-vector retrieval architecture. It does wonders for quality. But how can it search 100M docs in 0.1 sec on CPU? Or store 1 billion embeddings in 20GB?
Thanks for another EMNLP outstanding reviewer award! A few of my rules: 1) Review >1 week before the deadline 2) Review the quality of the science, not impact 3) Be kind but explicit on what needs fixing 4) Respond to authors, accept you mess up sometimes, fix your mistakes
Tomorrow Dec 9, 9am-10:30am, East Foyer Posters😉
Did you know that tokenization in your generative QA model can hold you back by 1-2% of F1 & even more on OOD datasets? We identify the issue of tokenization inconsistency that can hurt generative model performance in extractive NLP tasks. 📄: arxiv.org/abs/2212.09912 🧵1/6
2014->2024, 100M->1T, same people, pretty similar model. It's such a crazy story.
Really excited and proud to have contributed to this amazing project (with my Gmail and my daily Google searches)
I’m very excited to share our work on Gemini today! Gemini is a family of multimodal models that demonstrate really strong capabilities across the image, audio, video, and text domains. Our most-capable model, Gemini Ultra, advances the state of the art in 30 of 32 benchmarks,…
Honorable mention at #CoNLL2023, thank you so much😆! @adinamwilliams @_dieuwke_
🤔 How much do compositional generalization datasets agree with each other? We compare common compositional generalization benchmarks and find that they rank modeling approaches differently (❗) 🧵👇 #CoNLL2023 arxiv.org/abs/2310.17514
Really excited for the launch of Gemini! I had a wonderful time working with an amazing of team of talented contributors on Instruction Tuning the Gemini models. Can't wait for them to be universally accessible and useful for everyone soon.
I’m very excited to share our work on Gemini today! Gemini is a family of multimodal models that demonstrate really strong capabilities across the image, audio, video, and text domains. Our most-capable model, Gemini Ultra, advances the state of the art in 30 of 32 benchmarks,…
Also, if you are on the ML/AI job market this year and are considering positions in Europe, consider joining me in Vienna! informatik.univie.ac.at/en/news-events…
Personal update: I'm very excited that I finally get to share that in January, I'll join @LinguisticsUCL as a Lecturer for 1.5 years, and then in mid-2025, I'll start my own group at @csunivie! 🎉
My team was part of this critical work of bringing Gemini to Bard. ♥️ Onwards towards Ultra!
Introducing Gemini 1.0, our most capable and general AI model yet. Built natively to be multimodal, it’s the first step in our Gemini-era of models. Gemini is optimized in three sizes - Ultra, Pro, and Nano Gemini Ultra’s performance exceeds current state-of-the-art results on…
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