LARK NLP Lab
@lark_nlp_lab
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Language, Reasoning and Knowledge (LARK) Lab at @CUBiomedInfo . We focus on NLP, #AI4Health, #AI4Science
Joined October 2024
Heading to #NeurIPS2025 San Diego CA🌴☀️!! Our lab @lark_nlp_lab got one poster from our student and postdoc about medical KG+RL at the #GenAI4Health workshop ! I am also presenting a paper led by @liruizhe94 at the #MechInterp workshop! Feel free to DM for ☕️ #NLP #healthAI
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Postdoc Dr. He Cheng from our lab @lark_nlp_lab will present two work at #AMIA2025! One will be an oral presentation at the NLP Pre-symposium workshop, on the topic of efficient knowledge graphs! (Nov 16) And another poster presentation on the 17th on evaluating LLMs on
From AI-powered EHRs to health equity innovations, our primary and secondary faculty are shaping the future of informatics at #AMIA2025 ➡️ https://t.co/1Tos1kFJdr
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Excited to present our lab @lark_nlp_lab #EMNLP2025 paper on longitudinal clinical summarization! We test LLMs on public EHR data (MIMIC), but under a more realistic, multi-day setup, capturing evolving patient trajectories and causal links across time. A step toward faithful,
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Happening now! #EMNLP2025 Our work MUSE (Multi-LLM Uncertainty via Subset Ensembles) @lark_nlp_lab We proposed a novel, information-theoretic method that quantifies both intra- and inter-LLM uncertainty. Paper: https://t.co/INh561IWdC
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🥳Happy to share that, while we are celebrating the one-year anniversary, our lab has two #EMNLP2025 paper accepted (1 Main + 1 Findings)! Thanks all the lab members and collaborators for the great work!!
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My lab @lark_nlp_lab has postdoc openings: if you are interested in developing advanced methods to enhance LLMs for healthcare applications, please apply! We have exciting projects awaiting! https://t.co/0DlwuvLWLY
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Maya and Shiyue are presenting their paper on long document summarization in Wed Boulder NLP meeting! Preprint available: https://t.co/2ruKXXLSB6
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Congrats, Nourah, for passing her PhD comprehensive exam (co-advise with Prof Larry Hunter)! 🎉 Here's to the first PhD candidate at LARK Lab!
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