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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For those who missed it, we just releaaed a little LLM-backed game called HR Simulator™ You play an intern ghostwriting emails for your boss. It’s like you’re stuck in corporate email hell…and you’re the devil 😈 link and an initial answer to “WHY WOULD YOU DO THIS?” below
Check out this feature about AstroVisBench, our upcoming NeurIPS D&B paper about code workflows and visualization in the astronomy domain! Great testbed for the interaction of code + VLM reasoning models.
Check out this feature about AstroVisBench, our upcoming NeurIPS D&B paper about code workflows and visualization in the astronomy domain! Great testbed for the interaction of code + VLM reasoning models.
Exciting news! Introducing AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy! A new benchmark developed by researchers CosmicAI is testing how well LLMs implement scientific workflows in astronomy and visualize results.
"AI slop" seems to be everywhere, but what exactly makes text feel like slop? In our new work (w/ @TuhinChakr, @dgolano, @byron_c_wallace) we provide a systematic attempt at measuring AI slop in text! arxiv.org/abs/2509.19163 🧵 (1/7)
"AI slop" seems to be everywhere, but what exactly makes text feel like slop? In our new work (w/ @TuhinChakr, @dgolano, @byron_c_wallace) we provide a systematic attempt at measuring AI slop in text! arxiv.org/abs/2509.19163 🧵 (1/7) https://t.co/WlVRnq07cd
Our paper "ChartMuseum 🖼️" is now accepted to #NeurIPS2025 Datasets and Benchmarks Track! Even the latest models, such as GPT-5 and Gemini-2.5-Pro, still cannot do well on challenging 📉chart understanding questions , especially on those that involve visual reasoning 👀!
Our paper "ChartMuseum 🖼️" is now accepted to #NeurIPS2025 Datasets and Benchmarks Track! Even the latest models, such as GPT-5 and Gemini-2.5-Pro, still cannot do well on challenging 📉chart understanding questions , especially on those that involve visual reasoning 👀! https://t.co/ibmlJLp5WZ
To appear #NeurIPS2025: Can AI aid scientists amidst their own workflows, when they do not know step-by-step workflows and may not know, in advance, the kinds of scientific utility a visualization would bring? The @CosmicAI_Inst presents ✨AstroVisBench:
To appear #NeurIPS2025: Can AI aid scientists amidst their own workflows, when they do not know step-by-step workflows and may not know, in advance, the kinds of scientific utility a visualization would bring? The @CosmicAI_Inst presents ✨AstroVisBench:
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…
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