Gabrielle Kaili-May Liu @pybeebee
CS PhD Candidate @Yale | Research Intern @Google pybeebee.com Joined September 2015-
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Gabrielle Kaili-May Liu retweeted
🔥 New paper alert!! Time to REFLECT: Can We Trust LLM Judges for Evidence-based Research Agents? 🔥 We increasingly trust LLM judges to supervise deep research agents. But can we trust the judges themselves? Turns out: even frontier models score below 50% 😯 Details 🧵👇
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(20/n) Shoutout and thanks to my co-authors @clu_avi, @_galyo, Idan Szpektor, and @armancohan for helping make this happen!
(19/n) Check out our paper for more interesting insights and analysis, or if you're interested in RL, LLM metacognition, or calibration! Feedback and questions welcome :)) 📄 Paper: arxiv.org/pdf/2606.32032 🔗 Github: github.com/yale-nlp/RLMF
🔥 New paper alert!! Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs 🔥 Can a model that learns to 𝘫𝘶𝘥𝘨𝘦 𝘪𝘵𝘴𝘦𝘭𝘧 get even better at tasks—and learn to be honest about what it doesn't know? Turns out: yes🤯 Details🧵👇
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