Large Language Models as Biomedical Hypothesis Generators: A
Comprehensive Evaluation

Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation

12 July 2024

Hu Jinfang

Bowen Zhou

Papers citing "Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation"

9 / 9 papers shown

Title
Benchmarking AI scientists in omics data-driven biological research Erpai Luo Jinmeng Jia Yifan Xiong Xiangyu Li Xiaobo Guo Baoqi Yu Lei Wei Xuegong Zhang ELM 9 0 0 13 May 2025
Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees Gollam Rabby Diyana Muhammed Prasenjit Mitra Sören Auer 31 0 0 25 Mar 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 111 9 0 05 Feb 2025
Don't Make Your LLM an Evaluation Benchmark Cheater Kun Zhou Yutao Zhu Zhipeng Chen Wentong Chen Wayne Xin Zhao Xu Chen Yankai Lin Ji-Rong Wen Jiawei Han ELM 105 136 0 03 Nov 2023
MindAgent: Emergent Gaming Interaction Ran Gong Qiuyuan Huang Xiaojian Ma Hoi Vo Zane Durante ... Zilong Zheng Song-Chun Zhu Demetri Terzopoulos Fei-Fei Li Jianfeng Gao LM&Ro 96 61 0 18 Sep 2023
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 101 115 0 11 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 209 1,701 0 07 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022