Lin Li

Most-cited papers

1. Measuring large language model uncertainty in women's health using semantic entropy and perplexity: a comparative study

   Jahan C. Penny-Dimri, M. Bachmann, W. Cooke, S. Mathewlynn +6 more

   2025The Lancet. Obstetrics, gynaecology, & women's health13 citations Open access

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2. Energy Landscapes Enable Reliable Abstention in Retrieval-Augmented Large Language Models for Healthcare

   Ravi Shankar, Sheng Wong, Lin Li, M. Bachmann +3 more

   2025arXiv.org3 citations

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3. Dissecting Training-Free Uncertainty Estimation in Multimodal Large Language Models

   Soroush Seifi, Vaggelis Dorovatas, Lin Li, Yarin Gal +1 more

   20260 citations

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4. CaseWeaver: A Multi-Agent Framework for Multimodal Virtual Clinical Case Generation

   Jie-Rui Qu, Jia-Chuan Peng, Lin Li, Kyle Lam +1 more

   20260 citations

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5. PRISM-CTG: A Foundation Model for Cardiotocography Analysis with Multi-View SSL

   Sheng Wong, Ravi Shankar, B. Albert, Hao Fei +4 more

   2026arXiv.org0 citations

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6. MEDSYN: Benchmarking Multi-EviDence SYNthesis in Complex Clinical Cases for Multimodal Large Language Models

   Boqi Chen, Xudong Liu, Jia-Chuan Peng, Marianne Frey-Marti +4 more

   2026Annual Meeting of the Association for Computational Linguistics0 citations

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7. Dissecting Training-Free Uncertainty Estimation in Multimodal LLMs

   Soroush Seifi, Vaggelis Dorovatas, Lin Li, Yarin Gal +34 more

   0 citations

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