Robert Vacareanu @robert_nlp
PhD from @UofArizona Working on #nlproc Past: 2022, 2023: Applied Scientist Intern (@AWS) Joined April 2022-
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As promised, we put on Arxiv the proof we did with Gemini. arxiv.org/pdf/2505.20219 This shows that the Polyak stepsize not only will not reach the optimum, but it can cycle, when used without the knowledge of f*. Gemini failed when prompted directly ("Find an example where the…
As promised, we put on Arxiv the proof we did with Gemini. arxiv.org/pdf/2505.20219 This shows that the Polyak stepsize not only will not reach the optimum, but it can cycle, when used without the knowledge of f*. Gemini failed when prompted directly ("Find an example where the… https://t.co/PigKez4BVo
If you’re at NAACL today, I’ll be presenting this poster in Hall 3 from 2:00 – 3:30 PM. Paper link: aclanthology.org/2025.naacl-lon…
If you’re at NAACL today, I’ll be presenting this poster in Hall 3 from 2:00 – 3:30 PM. Paper link: aclanthology.org/2025.naacl-lon…
This is a turning point: I just proved a complex math result useful for my research using an LLM. I am not sure if I should be happy or scared...
Look who we found hanging out in her new @StanfordEng Gates Computer Science office! We’re truly delighted to welcome @YejinChoinka as a new @stanfordnlp faculty member, starting full-time in September. ❤️ nlp.stanford.edu/people/
Exciting that @scale_AI is sponsoring Agent Workshop at CMU in April. Students and researchers who work on agents feel free to visit CMU to present your work! I will also be traveling to Pittsburgh to share my recent focuses on agents, both capability and safety.
Exciting that @scale_AI is sponsoring Agent Workshop at CMU in April. Students and researchers who work on agents feel free to visit CMU to present your work! I will also be traveling to Pittsburgh to share my recent focuses on agents, both capability and safety. https://t.co/GBaLzLgoYj
coming to a NAACL 2025 near you! 🌞 Looking forward to discussing with folks in Albuquerque :) The camera-ready is on arxiv now, with more models, more tasks, and more compared settings-- including results comparing ICL to full finetuning! arxiv.org/abs/2405.00200
coming to a NAACL 2025 near you! 🌞 Looking forward to discussing with folks in Albuquerque :) The camera-ready is on arxiv now, with more models, more tasks, and more compared settings-- including results comparing ICL to full finetuning! arxiv.org/abs/2405.00200
Excited to share our work on RSQ — enhancing quantization by focusing on the most impactful tokens. - Rotate, Scale, Quantize: delivering strong performance - Dynamic, attention-based token importance drives better efficiency - Results across LLaMA3, Mistral, Qwen-2.5, and more
Excited to share our work on RSQ — enhancing quantization by focusing on the most impactful tokens. - Rotate, Scale, Quantize: delivering strong performance - Dynamic, attention-based token importance drives better efficiency - Results across LLaMA3, Mistral, Qwen-2.5, and more
Check out 🔥 EgoNormia: a benchmark for physical social norm understanding egonormia.org Can we really trust VLMs to make decisions that align with human norms? 👩⚖️ With EgoNormia, a 1800 ego-centric video 🥽 QA benchmark, we show that this is surprisingly challenging…
🔥 Excited to share EgoNormia! A benchmark for physical social norm understanding. Can we really trust VLMs to make decisions that align with human norms? 🌐 Check out our website for the answer: egonormia.org Proud to be part of this amazing team! 🚀
🔥 Excited to share EgoNormia! A benchmark for physical social norm understanding. Can we really trust VLMs to make decisions that align with human norms? 🌐 Check out our website for the answer: egonormia.org Proud to be part of this amazing team! 🚀
**Kindly consider sharing the post** We are seeking opinions about the current quality of reviewing in *CL conferences. We (@emnlpmeeting PCs along with @ReviewAcl EiCs) are committed to improving the review quality. We are bringing a series of changes in the review process.…
**Kindly consider sharing the post** We are seeking opinions about the current quality of reviewing in *CL conferences. We (@emnlpmeeting PCs along with @ReviewAcl EiCs) are committed to improving the review quality. We are bringing a series of changes in the review process.…
Our new paper in Findings of NAACL 2025, with Vlad Negru, @robert_nlp, @CameliaLemnaru, and Rodica Potolea, proposes a new, softer take on Natural Logic, where alignment is generated through text morphing. This yields robust performance cross domain. arxiv.org/abs/2502.09567
🧵 1/N) Excited to share our recent work at @scale_AI, "Jailbreaking to Jailbreak (J2)".😈 We present a novel LLM-as-red-teamer approach in which a human jailbreaks a refusal-trained LLM to make it willing to jailbreak itself or other LLMs. We refer to this process as…
Is your CS dept worried about what academic research should be in the age of LLMs? Hire one of my lab members! Leshem Choshen (@LChoshen), Pratyusha Sharma (@pratyusha_PS) and Ekin Akyürek (@akyurekekin) are all on the job market with unique perspectives on the future of NLP: 🧵
🚀Big update: 4 new SEAL multilingual leaderboards are LIVE — Arabic, Chinese, Japanese, and Korean! 🌍 Arabic: Gemini 1.5 Pro (gemini-exp-1121) leads the pack 🏮 Chinese: Gemini 1.5 Pro (gemini-1.5-pro-exp-0827) holds the crown 💫 Japanese & Korean: o1-preview dominates 📊 See…
SEAL Visual-Understanding Leaderboard Launch 🏆 Today, we’re introducing VISTA—a new rubric-based visual task assessment benchmark that pushes beyond simple Q&A. The leading models achieve under 40% on this eval, compared to a human baseline of ~55.4%. This highlights that…
what an amazing read: converting json to regex then regex to finite state machines, and then optimising it is brilliant!
I'm on the job market! Please reach out if you are looking to hire someone to work on - RLHF - Efficiency - MoE/Modular models - Synthetic Data - Test time compute - other phases of pre/post-training. If you are not hiring then I would appreciate a retweet! More details👇
I’m looking for a PhD intern for next year to work at the intersection of LLM-based agents and open-ended learning, part of the Llama Research Team in London. If interested please send me an email with a short paragraph with some research ideas and apply at the link below.
Come join our reading group!
Come join our reading group!
@COLM_conf Done! Thanks to everyone who stopped by! Lastly, the poster + a short description of it are available here drive.google.com/drive/folders/… #COLM #COLM2024 @COLM_conf #NLP #NLProc
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Milad Khademi Nori @khademinori
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Huizhuo Yuan @HuizhuoY
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Deepak Nathani @deepaknathani11
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T Y S S Santosh @TYSSSantosh2
251 Followers 533 Following Chair@WiNLP, SRW-AACL, Communications@ARR (24-), Amazon AGI - Speech & Audio PhD@TU Munich, CS@IITKGP; Prev Adobe, Amazon, JPMC, Microsoft
Julia Rozanova @juliaroz
720 Followers 2K Following Doing ML for Fraud Detection at @FeaturespaceLtd, UK! PhD in NLP, Uni of Manchester | MSc in Mathematics, Uni of Stellenbosch Catch me on the dance floor!
Yftah Ziser @YftahZ
1K Followers 1K Following Incoming assistant prof. @univgroningen Visiting researcher at @NvidiaAI previous postdoc at @EdinburghNLP Interests: NLP, LLMs
ItaliaNLP Lab @ItaliaNLP_Lab
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deep Manifold @BetaTomorrow
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Shivam Singhal @ ICML... @ShivamSinghal56
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365 Followers 65 Following Trained Quantum Physicist working on LLM Reasoning at Google DeepMind
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