Greg Durrett @gregd_nlp
Associate professor at NYU (Courant CS + Center for Data Science) | advisor for @bespokelabsai | large language models and NLP | he/him Joined December 2017-
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How well can LLMs & deep research systems synthesize long-form answers to *thousands of research queries across diverse domains*? Excited to announce 🎓📖 ResearchQA: a large-scale benchmark to evaluate long-form scholarly question answering at scale across 75 fields, using…
We are looking to hire an intern who can work on our RL environment curation and data curation stack. Prior experience with post-training is a must, as well as great software engineering skills. DM me or email your resume to hiring at bespokelabs dot ai. In addition, we are…
I'm shocked at how poorly this is advertised, so here's a PSA: NSF has a GRFP-like program specifically for computing disciplines called CISE. The program provides the same 3 years of PhD funding PLUS a year-long mentorship program for the application cycle.
👀Have you asked LLM to provide a more detailed answer after inspecting its initial output? Users often provide such implicit feedback during interaction. ✨We study implicit user feedback found in LMSYS and WildChat. #EMNLP2025
📣I've joined @berkeleyeecs as an Assistant Professor! My lab will join me soon to continue our research in accessibility, HCI, and supporting communication! I'm so excited to make new connections at @UCBerkeley and in the Bay Area more broadly, so please reach out to chat!
Now that school is starting for lots of folks, it's time for a new release of Speech and Language Processing! Jim and I added all sorts of material for the August 2025 release! With slides to match! Check it out here: web.stanford.edu/~jurafsky/slp3/
Come work with us at Bespoke! It's a fantastic team and a great opportunity to work on the cutting edge of data curation for reasoning!
Come work with us at Bespoke! It's a fantastic team and a great opportunity to work on the cutting edge of data curation for reasoning!
Many factual QA benchmarks have become saturated, yet factuality still poses a very real issue! ✨We present MoNaCo, an Ai2 benchmark of human-written time-consuming questions that, on average, require 43.3 documents per question!✨ 📣Blogpost: allenai.org/blog/monaco 🧵(1/5)
Two caveats with self-alignment: ⚠️ A single model struggles to reliably judge its own generation. ⚠️ A single model struggles to reliably generate diverse responses to learn from. 👉 Introducing Sparta Alignment, where multiple LMs collectively align through ⚔️ combat.
Producing reasoning texts boosts the capabilities of AI models, but do we humans correctly understand these texts? Our latest research suggests that we do not. This highlights a new angle on the "Are they transparent?" debate: they might be, but we misinterpret them. 🧵
The Echoes in AI paper showed quite the opposite with also a story continuation setup. Additionally, we present evidence that both *syntactic* and *discourse* diversity measures show strong homogenization that lexical and cosine used in this paper do not capture.
The Echoes in AI paper showed quite the opposite with also a story continuation setup. Additionally, we present evidence that both *syntactic* and *discourse* diversity measures show strong homogenization that lexical and cosine used in this paper do not capture. https://t.co/ifEa7RP2YB
📢 Call for Papers: NewSumm 2025 - The 5th New Frontiers in Summarization Workshop at EMNLP 2025 The summarization research community is invited to submit to NewSumm 2025, co-located with EMNLP 2025! As LLMs continue to transform our field, we're expanding beyond traditional…
Thursday at #ACL2025: honored to be giving a keynote at the Linguistic Annotation Workshop (LAW) Time: 4pm CEST Location: Room 1.15-16 sigann.github.io/LAW-XIX-2025/i…
🤔 How do we train LLMs on real-world tasks where it’s hard to define a single verifiable answer? Our work at @scale_AI introduces Rubrics as Rewards (RaR) — a framework for on-policy post-training that uses structured, checklist-style rubrics as interpretable reward signals. 🧵
📢📢📢 Releasing OpenThinker3-1.5B, the top-performing SFT-only model at the 1B scale! 🚀 OpenThinker3-1.5B is a smaller version of our previous 7B model, trained on the same OpenThoughts3-1.2M dataset.
Happy to share that EvalAgent has been accepted to #COLM2025 @COLM_conf 🎉🇨🇦 We introduce a framework to identify implicit and diverse evaluation criteria for various open-ended tasks! 📜 arxiv.org/pdf/2504.15219
Happy to share that EvalAgent has been accepted to #COLM2025 @COLM_conf 🎉🇨🇦 We introduce a framework to identify implicit and diverse evaluation criteria for various open-ended tasks! 📜 arxiv.org/pdf/2504.15219
Are we fact-checking medical claims the right way? 🩺🤔 Probably not. In our study, even experts struggled to verify Reddit health claims using end-to-end systems. We show why—and argue fact-checking should be a dialogue, with patients in the loop arxiv.org/abs/2506.20876 🧵1/
(((ل()(ل() 'yoav)))... @yoavgo
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Yoav Artzi @yoavartzi
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Percy Liang @percyliang
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61K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
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Christopher Manning @chrmanning
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ELONMUSKTESLA @elonneurlink
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(((ل()(ل() 'yoav)))... @yoavgo
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Yoav Artzi @yoavartzi
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Percy Liang @percyliang
84K Followers 417 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
Graham Neubig @gneubig
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Akari Asai @AkariAsai
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Kyunghyun Cho @kchonyc
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Delip Rao e/σ @deliprao
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Luca Soldaini 🎀 @soldni
11K Followers 1K Following I like tokens! I lead the OLMo data team at @allen_ai w/ @kylelostat. Open source is fun 🤖☕️🍕🏳️🌈 Opinions are sampled from my own stochastic parrot
Christopher Manning @chrmanning
151K Followers 228 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
Jacob Andreas @jacobandreas
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William Wang @WilliamWangNLP
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2K Followers 408 Following Courant Institute of Mathematical Sciences, home of @NYUniversity's Math and Computer Science departments. https://t.co/rlQfyJ0l9l
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Thibault Févry @iwontbecreative
797 Followers 4K Following Researcher Point72, prev NLP Research @Google @NYUDataScience.
Elman Mansimov @elmanmansimov
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Xiang Zhou @XiangZhou14
483 Followers 687 Following Post-training Gemini @GoogleDeepMind, Ph.D. from @unccs
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5K Followers 2K Following Been places..... Done things.... Next-Gen Modelling @GoogleDeepMind
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