Maarten Sap (he/him) @MaartenSap
Working on #NLProc for social good. Currently at @LTIatCMU, previously at @UWNLP, @MSFTResearch, and @allen_ai. 🏳🌈 maartensap.com Carnegie Mellon University Joined July 2015-
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Excited about this work, which shows that not only are LLMs not good at adapting to culture-specific contexts, even when given the very relevant, situation-specific norm, even GPT-4 isn't able to reason properly about social norms and situations!
Excited about this work, which shows that not only are LLMs not good at adapting to culture-specific contexts, even when given the very relevant, situation-specific norm, even GPT-4 isn't able to reason properly about social norms and situations!
New paper on LLMs+culture! 🎊🎉 Thrilled to share our work on NormAd, a dataset evaluating whether LLMs can adapt to the diversity of cultural norms worldwide! (Spoiler: they can't!) ArXiv: arxiv.org/abs/2404.12464 w/ @akhila_yerukola @vishwayvs @_doctor_kat @MaartenSap [1/n]
🚨 Excited to announce the 'UNC Symposium on AI and Society'! 🙂 cs.unc.edu/event/symposiu… Excellent line-up of speakers (Apr25+26) across diverse disciplines/departments incl. computer science, philosophy, cognitive science, psychology, ethics, sociology, data science,…
Another exciting project and finding enabled by #Sotopia ! We find that LLM Agents' social capabilities are sometimes over-estimated when agents have too much access to other agents' social goals, and that this effect differs in cooperative vs. competitive scenarios!
Another exciting project and finding enabled by #Sotopia ! We find that LLM Agents' social capabilities are sometimes over-estimated when agents have too much access to other agents' social goals, and that this effect differs in cooperative vs. competitive scenarios!
Let’s talk about social simulations! Do you know that term could refer to various settings? Our new work suggests that you might want to double-check before being “amazed” by those simulations. 📜: arxiv.org/abs/2403.05020 🌐: agscr.sotopia.world 1/
More exciting work that is enabled by Sotopia!
More exciting work that is enabled by Sotopia!
Excited to be involved in this project! If you're queer, and artist, and have thoughts about gen AI, please do consider participating! @QueerinAI
Excited to be involved in this project! If you're queer, and artist, and have thoughts about gen AI, please do consider participating! @QueerinAI
🚨 Announcement: DLATK is now available as a colab notebook! github.com/dlatk/dlatk/bl… DLATK is a suite for end-to-end human language analysis, used in 100+ AI/NLP/Psych papers. This was lead by @digitalyonko, joint with @sal_giorgi, @adigan8, @JEichstaedt, and @WWBProject 🧵1/4
Very excited to share this paper! There's a lot of work on AI/LLM-based agents, but with Sotopia we're hoping to enable scientific inquiries around LLM capabilities in interactions and what that means for social AI ! We already are working on 2-3 different follow ups 👀
Very excited to share this paper! There's a lot of work on AI/LLM-based agents, but with Sotopia we're hoping to enable scientific inquiries around LLM capabilities in interactions and what that means for social AI ! We already are working on 2-3 different follow ups 👀
I'm hiring a postdoc at @UVA to edit and detoxify LLMs! This is an exciting opportunity to join a vibrant research community and to collaborate with @StevenLJohnson and @MaartenSap Feel free to get in touch and please help spread the word! tinyurl.com/yeywuu3b
🌟New preprint! 🌟 arxiv.org/abs/2401.06730 We measure how LLMs use expressions of uncertainty, how humans interpret these expressions in downstream tasks, and the potential risks that may arise! w/ @JenaHwang2 @xiangrenNLP @MaartenSap @ @allen_ai @ai2_mosaic 1/4
Wondering whether LLMs have enough social intelligence for real-life scenarios? Me and @gneubig @ybisk @dan_fried are presenting our latest SOTOPIA benchmark at @aloeworkshop poster session (12/15 12:45pm-1:45 Room 211) Happy to chat about human-AI interaction, social and…
Wondering whether LLMs have enough social intelligence for real-life scenarios? Me and @gneubig @ybisk @dan_fried are presenting our latest SOTOPIA benchmark at @aloeworkshop poster session (12/15 12:45pm-1:45 Room 211) Happy to chat about human-AI interaction, social and…
🏆 SODA won the outstanding paper award at #EMNLP2023 ! What an incredible journey that was! I'm grateful for this journey with you @jmhessel @liweijianglw @PeterWestTM @GXiming @YoungjaeYu3 @peizNLP @Ronan_LeBras @malihealikhani @gunheekim @MaartenSap @YejinChoinka & @allen_ai💙
🏆 SODA won the outstanding paper award at #EMNLP2023 ! What an incredible journey that was! I'm grateful for this journey with you @jmhessel @liweijianglw @PeterWestTM @GXiming @YoungjaeYu3 @peizNLP @Ronan_LeBras @malihealikhani @gunheekim @MaartenSap @YejinChoinka & @allen_ai💙 https://t.co/HvRV5hHkzX
Hello! Our work on *counterspeech strategies* will be presented at #EMNLP2023 by my wonderful lab-mate and coauthor @akhila_yerukola!! arxiv.org/abs/2311.00161 (more details in the 🧵) Please go check it out at Findings 7 (East Foyer / Virtual) Sunday 12/10 11:00-12:30PM
📢Please RT!📢 I'm recruiting a postdoc to work on Editing and Debiasing LLMs at @UVA in collaboration with @StevenLJohnson (UVA) and @MaartenSap (CMU)! More info on my website: tomhartvigsen.com/join Come chat with me about this at #NeurIPS2023!
📢Please RT!📢 I'm recruiting a postdoc to work on Editing and Debiasing LLMs at @UVA in collaboration with @StevenLJohnson (UVA) and @MaartenSap (CMU)! More info on my website: tomhartvigsen.com/join Come chat with me about this at #NeurIPS2023!
I am recruiting PhD students to work with me at @IllinoisCS at the intersection of HCI and NLP! I am especially excited about understanding how we use language to communicate and building tools that help us communicate better. More: talaugust.github.io/students/
Understanding others’ beliefs plays a significant role in our daily social interactions. But can LLMs achieve this same Theory of Mind? In a paper by AI2's @hyunw__kim, a new benchmark is introduced that offers answers: blog.allenai.org/does-gpt-4-hav… #emnlp2023
I wish we could stop worrying about whether something is intelligent or whether something is general, and just focus on whether something is useful, whether something helps people, and whether something moves society in a positive direction. >
Our #EMNLP2023 work on "Modeling Empathic Similarity in Personal Narratives" explores a shift in task from semantic to empathic similarity in text 🧵(1/5) 📋Paper: arxiv.org/abs/2305.14246 💻 Code and dataset: github.com/mitmedialab/em…
Don't settle for generic rewrites! Existing stylistic rewriting methods and eval metrics miss the mark by ignoring context. 📣In our #EMNLP2023 work, we highlight the importance of context, especially in evaluation. Excited to share my first PhD paper🎉 📜arxiv.org/pdf/2305.14755…
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 🌈
Yoav Artzi @yoavartzi
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Akari Asai @AkariAsai
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Sam Bowman @sleepinyourhat
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Luca Soldaini 🎀 @soldni
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Jacob Andreas @jacobandreas
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MMitchell @mmitchell_ai
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Kayo Yin @kayo_yin
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Bill Yuchen Lin 🤖 @billyuchenlin
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Shruti Rijhwani @shrutirij
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Naomi Saphra @nsaphra
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Allen Institute for A.. @allen_ai
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Annalisa Fernandez @BecauseCulture
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kaushikpatnaik @kaushikpatnaik
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Nese Ozler @nesozl
345 Followers 4K Following Tech news addict & Future of Everything enthusiast. Explore, Dream, Discover! Focusing on building the next big thing in AI
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138 Followers 405 Following AI Engineer @armada_ai | robots, ai, human-robot collaboration | ex-Amazon, Shield AI | 🇺🇸
AtlasMLRunner @ozgurgulerx
372 Followers 688 Following Generative AI and Startups. Loves Mediterrenean and maritime history 🇹🇷 Ataturk
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Lakshya A Agrawal @LakshyAAAgrawal
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Satvik Dixit @SatvikDixit9
47 Followers 466 Following Graduate student @CarnegieMellon | BE @IITDelhi | Speech+ML research
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62 Followers 214 Following #NaturalLanguageProcess #ReinforcementLearning #Python #Rust
Nick Mumero @nickdee96
131 Followers 1K Following Cofounder at Continuum Ads. Focusing on NLP, Simulation Modelling and Optimization.
Geyang Guo @CherylolGuo
23 Followers 49 Following Undergrad at Renmin University of China; Research intern @MSFTResearch; NLP/ML/LLM Alignment.
Jon Keegan 🇺🇦 @jonkeegan
8K Followers 5K Following Reporter at @themarkup. Previously @WSJ. https://t.co/R14yGp6hFr Signal: jonkeegan.73 https://t.co/OFbHgKEXpV
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720 Followers 726 Following PhD @BUCompSci. Research in NLP. Previously @allen_ai @Apple @CMU_Stats @kocuniversity @izmirfenlise
Dangerous Speech Proj.. @dangerousspeech
3K Followers 911 Following The Dangerous Speech Project: against violent hatred, for free speech. 🦣 https://t.co/AUdOori1VW ☁️ https://t.co/xFHVvhmoCU
Liming Liu @Liming_Liu1026
231 Followers 846 Following PhD student in Communication at @ASU @asuhdshc. Studying in digital religion, privacy, AI, data and platform. BA 🇨🇳 MA @UU_University 🇸🇪🏳️🌈
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762 Followers 712 Following NLP Professor, Technion. TACL co-editor in Cheif. Chief scientist https://t.co/3nutIYihcO. NLP consultant.
Advait Bhat | अद�.. @advaitmb
228 Followers 755 Following Pre-Doc Research Fellow @MSFTResearch • Applying for PhD positions '24 • HCI, AI and stuff... 🎓 IDC, IIT Bombay
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Dipkumar Patel @dippatel1994
250 Followers 430 Following Founder @languagemodelnl 🚀| Sr. Data Scientist @sanofi 📝 | Researching optimization of #LLMs with #quantization #RAG & AI agents
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Pete @epwalsh
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Rajesh🇺🇸 🇮�.. @rajeshpv
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(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K Following
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 🌈
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
Akari Asai @AkariAsai
11K Followers 650 Following Ph.D. student @uwcse & @uwnlp. NLP. IBM Ph.D. fellow (2022-2023). Meta student researcher (2023-) . ☕️ 🐕 🏃♀️🧗♀️🍳
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.
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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
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31K Followers 586 Following Associate professor at CMU, studying natural language processing and machine learning.
Ana Marasović @anmarasovic
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Sasha Rush @srush_nlp
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61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
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126K Followers 115 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
Jacob Andreas @jacobandreas
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MMitchell @mmitchell_ai
80K Followers 1K Following Interdisciplinary researcher focused on shaping AI towards long-term positive goals. ML & Ethics. Same content in the Sky, Threads, & the Prehistoric Elephant
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]
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Kayo Yin @kayo_yin
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Shruti Rijhwani @shrutirij
4K Followers 499 Following * Research Scientist @GoogleDeepMind * #NLProc research * PhD from @LTIatCMU * Amateur woodworker, scuba diver, foosball player
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.
Allen Institute for A.. @allen_ai
53K Followers 361 Following AI for the Common Good. › Join us: https://t.co/DqTs1G4bGO › Get our newsletter: https://t.co/tvb1VpySfL
Sameer Singh @sameer_
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Katharina Reinecke @_doctor_kat
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398 Followers 542 Following PhD student @LTIatCMU | Previous: Student @iiit_hyderabad, Intern @ChandarLab @Mila_Quebec | he/him/his
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Malihe Alikhani @malihealikhani
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311 Followers 360 Following (she/her) | #NLProc PhD student | NLP fairness and bias | community-engaged ethical AI | advocating for women and LGBTQ+ in STEM | okie living in LA
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425 Followers 247 Following she/her | phd @S3DatCMU | ugrad @uwcse, @UW_iSchool | prev @MSFTResearch, @allen_ai
Teanna Barrett @bound4nostar
107 Followers 162 Following *academia account for Teanna Barrett (she/her) Aspiring Researcher interested in digital activism, Critical HCI, and CV Fairness 📚 Howard '23 , UW
Valentina Pyatkin @valentina__py
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Melanie Mitchell @MelMitchell1
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LP Morency @lpmorency
1K Followers 21 Following Associate Professor at CMU studying multimodal and Social AI. Ice hockey goalie.
Ashutosh Baheti @wat_the_fun
158 Followers 268 Following Graduate Research Assistant at Georgia Tech. I'm interested in open-domain Dialog Systems and Reinforcement Learning.
Mai ElSherief, Ph.D. @mai_elsherief
1K Followers 538 Following Assistant Professor @Northeastern, Prev. @ucsd_cse, @GeorgiaTech, @UCSB, and @BKCHarvard. https://t.co/PO7ViHIZB7
Amanda Bertsch @abertsch72
1K Followers 673 Following PhD student @LTIatCMU / @SCSatCMU, researching text generation + summarization | she/her | also @ abertsch on bsky or https://t.co/L4HBUh0R9f or by email (https://t.co/bsHqwIMFPL)
Vincent Conitzer @conitzer
4K Followers 1K Following AI professor. Director, @FOCAL_lab @CarnegieMellon. Head of Technical AI Engagement, @UniofOxford @EthicsInAI. Author, "Moral AI - And How We Get There."
Shinji Watanabe @shinjiw_at_cmu
3K Followers 310 Following I'm working at CMU (2021-). I was working at NTT (2001-2011), MERL (2012-2017), and JHU (2017-2020). Speech and Audio Processing is my main research topic.
Laura Weidinger @weidingerlaura
2K Followers 302 Following AI Ethics | Researcher at @deepmind | Measuring and Evaluating AI | Philosophy, Psychology | All views my own | London, Berlin
Nishant Subramani @nsubramani23
576 Followers 2K Following PhD student at @LTIatCMU // Prev: Predoctoral Researcher at @allen_ai in #NLProc // @BVB supporter // he/him
Caleb Ziems @cjziems
741 Followers 861 Following PhD student at @StanfordNLP 🌲 Working on socially-aware + dialect-robust #NLP, #CSS 🔎 Previously at @gtcomputing 🐝 @MetaAI 👍 @USC_ISI 🌴 @EmoryUniversity 🧪
Adinawa @adinawa_a
269 Followers 277 Following PhD @cmuhciii doing VR things | Harvard Economics and CS | Designer reimagining how tech can empower communities through joy & agency
ToM Workshop @tom_icml2023
179 Followers 20 Following Workshop on Theory-of-Mind in Communicating Agents ToM 2023: July 28, Honolulu, Hawaii ToM 2024: TBD
Michael C. Frank @mcxfrank
15K Followers 2K Following Cognitive scientist at Stanford. Open science advocate. @stanfordsymsys director. Bluegrass picker, slow runner, dad.
David Ifeoluwa Adelan.. @davlanade
2K Followers 1K Following @DeepMind Academic Fellow @uclcs, incoming assistant Professor @mcgillu, Canada CIFAR AI Chair @CIFAR_News | interested in multilingual NLP | Disciple of Jesus
Oana-Maria Camburu @oanacamb
2K Followers 1K Following Leverhulme Early Career Fellow, UCL. XAI, NLP. Previously: PhD and Postdoc at University of Oxford, Intern at Google, Undergrad+MSc at École Polytechnique Paris
Hamid Palangi @hmd_palangi
732 Followers 686 Following Principal Researcher @MSFTResearch, Affiliate Associate Professor @UW
Helena Vasconcelos' R.. @HelenasResearch
329 Followers 256 Following Helena Vasconcelos' research account. Posts updates on her latest research. Account may not be monitored otherwise. Email [email protected] for contact.
Aaron Aupperlee @tinynotebook
2K Followers 221 Following Writer. Smoked meats. Cocktails. Adventure.
Against Carceral Tech.. @ActPgh
102 Followers 32 Following Combining the Coalition Against Predictive Policing and @cmuwontbuildit, fighting against CMU, Pitt production of death & cages in student-community solidarityNew paper on LLMs+culture! 🎊🎉 Thrilled to share our work on NormAd, a dataset evaluating whether LLMs can adapt to the diversity of cultural norms worldwide! (Spoiler: they can't!) ArXiv: arxiv.org/abs/2404.12464 w/ @akhila_yerukola @vishwayvs @_doctor_kat @MaartenSap [1/n]
If you are working on AI alignment, you should really check out PRISM. It is hard to overstate how rich and exciting this dataset is. What a great week to be a co-author of @hannahrosekirk!
Today we're launching PRISM, a new resource to diversify the voices contributing to alignment. We asked 1500 people around the world for their stated preferences over LLM behaviours, then we observed their contextual preferences in 8000 convos with 21 LLMs arxiv.org/abs/2404.16019
@jlibovicky @mor_ventura95 @bd_eyal @annalkorhonen @roireichart @YejinChoinka @huihan_li Something is moving in the world arxiv.org/abs/2404.12464 @akhila_yerukola @_doctor_kat @MaartenSap
🚨 Excited to announce the 'UNC Symposium on AI and Society'! 🙂 cs.unc.edu/event/symposiu… Excellent line-up of speakers (Apr25+26) across diverse disciplines/departments incl. computer science, philosophy, cognitive science, psychology, ethics, sociology, data science,…
💡Yesterday was yet another day of exciting scientific collaboration on #AI for the #Lamarr delegation in #Pittsburgh. In working sessions at @CarnegieMellon & @PittTweet, the scientists presented their research & assessed thematic overlaps, joint projects, events & visits. (1/3)
My personal highlight at CMU was the reunion of @CaisaLab with @MaartenSap (beware, he has too delicious cookies :D ) and mingling of Caisarians with Saplings! (on theory of mind, alignment & more... stay tuned;) )
With #LamarrNLP we had a fantastic time at #CMU LTI and Data Science! Thanks to everybody who took part in the research speed-dating! Stay in touch with us through *research visits* via @LamarrInstitute , @UniBonn & @TU_Dortmund, @DAAD_Germany, @AvHStiftung, @MSCActions & more!
our new paper on Use vs. Mention examines the consequences of LMs misclassifying the mere **mention** of contentious topics as harmful. very relevant to discussions of online harms, moderation, censorship, #WOAH2024 etc. ↓↓↓
Calling a vaccine dangerous vs. expressing disapproval of calling vaccines dangerous? *Using* words is different from *mentioning* them. We study this use-mention distinction and its importance in hate speech and misinformation detection. #NAACL2024 arxiv.org/pdf/2404.01651…
🎙️ Just wrapped up a talk at @MilaNLProc! Delighted to share our efforts in socially aware and interactional NLP systems: 🔗 Sotopia: openreview.net/forum?id=mM7Vu… 🔗 Agents vs Script: arxiv.org/abs/2403.05020 🔗 Cobra Frames: aclanthology.org/2023.findings-… #NLP #Research #MilaNLProc
📖For our weekly @MilaNLProc lab seminar, it was a pleasure to have @nlpxuhui presenting "Towards Socially Aware and Interactional NLP Systems". #NLProc
🥳 This work was accepted to #FAccT2024! 📜 Updated preprint: arxiv.org/abs/2312.11803 💫 We brought together a team of ML/NLP + healthcare experts, collaborated with the Center for Health Justice @AAMCjustice, and gathered diverse perspectives on LLMs for maternal health.
New work from me, @arnaik19, @lucyluwang, @irenetrampoline, and Carla S. Alvarado. We focused on a specific topic — maternal health — to create a set of guiding principles, with grounded advice and questions, for the use of NLP for healthcare applications and research.
NLPositionality: Characterizing Design Biases of Datasets and Models – Machine Learning Blog | ML@CMU | Carnegie Mellon University blog.ml.cmu.edu/2024/03/01/nlp…
Lmao this was NOT planned.
I'll be @uclanlp tmw & @ucsbNLP the next day to talk about how the "emergent" capabilities of LLMs create emergent inference-time privacy risks, and how membership inference attacks can be inconclusive in current setups! Hit me up if you wanna chat! tinyurl.com/mia-cnfide
do not accept your colleagues starting your COLM paper abstracts/intros with any of the following: * "LLMs are incredibly powerful tools for blah" * "RLHF is a popular framework" * anything about AGI it's worth the effort to actually have an interesting sentence
An important (but often overlooked) detail of our Sotopia work (sotopia.world) is that we formulated social tasks as imperfect information games (agents have different perspectives: poker is an imperfect information game while go is not). This is realistic but hard for…
Let’s talk about social simulations! Do you know that term could refer to various settings? Our new work suggests that you might want to double-check before being “amazed” by those simulations. 📜: arxiv.org/abs/2403.05020 🌐: agscr.sotopia.world 1/
Gave a talk at @upennnlp! Thanks so much for inviting me and for all the great insightful questions! I was very happy to see that many people are excited in research for Theory of Mind & LLMs 😍
Work in collaboration with awesome @bugsz_404, @tiwa_eisape, @hyunw__kim, and @MaartenSap from @LTIatCMU, @MIT, and @allen_ai 10/
We couldn’t have done this without our amazing collaborators🙏! 🌟Huge thanks to @haofeiyu44, @SharonWXZhang, @qi_zhengyang, @MaartenSap, @gneubig, @ybisk, and @_Hao_Zhu for their contributions to this project!
I'll be @uclanlp tmw & @ucsbNLP the next day to talk about how the "emergent" capabilities of LLMs create emergent inference-time privacy risks, and how membership inference attacks can be inconclusive in current setups! Hit me up if you wanna chat! tinyurl.com/mia-cnfide
NLP datasets & models are biased. Whose perspectives do they align with the most? Whose are left behind? We answer these questions via 16K+ annotations from 1K+ annotators from 87 countries. Learn more about NLPositionality in @jennytliang's post: blog.ml.cmu.edu/2024/03/01/nlp…
ACL org announcement: 📢The list of accepted workshops in the ACL Conferences (@aclmeeting, @eaclmeeting, @naaclmeeting, @emnlpmeeting) in 2024 is out! Please help spread the word. Retweeting w/ references, esp. w/organisers information is very much appreciated - thanks! #NLProc
Anything that affects how we see the world, how we interact with the world, how we see each other, or how we interact with each other is inherently political. People become uncomfortable when their notion that technology can be or is somehow neutral is disrupted.
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