Title
Diagnosing our datasets: How does my language model learn clinical information? Furong Jia David Sontag Monica Agrawal LM&MA 196 1 0 21 May 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Juncheng Wu Wenlong Deng Xiaochen Li Sheng Liu Taomian Mi ... Yihan Cao Hui Ren Xuzhao Li Xiaoxiao Li Yuyin Zhou AI4MH LRM 118 15 0 01 Apr 2025
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models Ali Sarabadani Kheirolah Rahsepar Fard Hamid Dalvand 101 0 0 09 Mar 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 223 174 0 28 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 118 27 0 31 Dec 2024
RedPajama: an Open Dataset for Training Large Language Models Maurice Weber Daniel Y. Fu Quentin Anthony Yonatan Oren S. Adams ... Tri Dao Percy Liang Christopher Ré Irina Rish Ce Zhang 222 83 0 19 Nov 2024
Programming Refusal with Conditional Activation Steering Bruce W. Lee Inkit Padhi Karthikeyan N. Ramamurthy Erik Miehling Pierre Dognin Manish Nagireddy Amit Dhurandhar LLMSV 153 26 0 06 Sep 2024
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Yukang Chen Shengju Qian Haotian Tang Xin Lai Zhijian Liu Song Han Jiaya Jia 119 167 0 21 Sep 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 426 4,422 0 09 Jun 2023
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 196 268 0 22 May 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 134 809 0 20 Mar 2023
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples Mohaddeseh Bastan Mihai Surdeanu Niranjan Balasubramanian 54 13 0 26 Oct 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 288 2,511 0 15 Jun 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 116 170 0 11 Oct 2021
SciFive: a text-to-text transformer model for biomedical literature Long Phan J. Anibal H. Tran Shaurya Chanana Erol Bahadroglu Alec Peltekian G. Altan-Bonnet MedIm 49 151 0 28 May 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 475 2,120 0 31 Dec 2020
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 116 1,782 0 31 Jul 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 398 912 0 13 Sep 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 352 5,868 0 21 Apr 2019
emrQA: A Large Corpus for Question Answering on Electronic Medical Records Anusri Pampari Preethi Raghavan Jennifer J. Liang Jian-wei Peng 63 205 0 03 Sep 2018
Lessons from Natural Language Inference in the Clinical Domain Alexey Romanov Chaitanya P. Shivade LM&MA 83 272 0 21 Aug 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 486 763 0 16 Apr 2018
Medical Exam Question Answering with Large-scale Reading Comprehension Xiao Zhang Ji Wu Zhiyang He Xien Liu Ying Su 63 67 0 28 Feb 2018