Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
A Scalable Framework for Evaluating Health Language Models Neil Mallinar A. Heydari Xin Liu Anthony Z. Faranesh Brent Winslow ... Mark Malhotra Shwetak N. Patel Javier L. Prieto Daniel J. McDuff Ahmed A. Metwally LM&MA 56 2 0 30 Mar 2025
Repurposing the scientific literature with vision-language models Anton Alyakin Jaden Stryker Daniel Alber Karl L. Sangwon Brandon Duderstadt ... Laura Snyder Eric Leuthardt Douglas Kondziolka E. Oermann Eric Karl Oermann 92 0 0 26 Feb 2025
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements Xueyan Li Xinyan Chen Yazhe Niu Shuai Hu Yu Liu OffRL 53 3 0 17 Jan 2025
Do LLMs estimate uncertainty well in instruction-following? Juyeon Heo Miao Xiong Christina Heinze-Deml Jaya Narain ELM 48 3 0 18 Oct 2024
Do LLMs "know" internally when they follow instructions? Juyeon Heo Christina Heinze-Deml Oussama Elachqar Shirley Ren Udhay Nallasamy Andy Miller Kwan Ho Ryan Chan Jaya Narain 44 3 0 18 Oct 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 35 8 0 10 Jun 2024
GPTVQ: The Blessing of Dimensionality for LLM Quantization M. V. Baalen Andrey Kuzmin Markus Nagel Peter Couperus Cédric Bastoul E. Mahurin Tijmen Blankevoort Paul N. Whatmough MQ 29 28 0 23 Feb 2024
Towards Accurate Differential Diagnosis with Large Language Models Daniel J. McDuff M. Schaekermann Tao Tu Anil Palepu Amy Wang ... G. Corrado Yossi Matias Jacob Sunshine Alan Karthikesalingam Vivek Natarajan ELM LM&MA 29 69 0 30 Nov 2023
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Jiahao Yu Xingwei Lin Zheng Yu Xinyu Xing SILM 110 292 0 19 Sep 2023
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness Jiuhai Chen Jonas W. Mueller 42 55 0 30 Aug 2023
Conformal Language Modeling Victor Quach Adam Fisch Tal Schuster Adam Yala J. Sohn Tommi Jaakkola Regina Barzilay 77 55 0 16 Jun 2023
Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings Joel Shor R. Bi Subhashini Venugopalan Steven Ibara Roman Goldenberg Ehud Rivlen AI4MH 23 4 0 10 Mar 2023
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 225 495 0 28 Sep 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 218 441 0 23 Aug 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022