Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models

4 November 2024

Papers citing "Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models"

4 / 4 papers shown

Title
Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models Guangzhi Xiong Eric Xie Corey Williams Myles Kim Amir Hassan Shariatmadari Sikun Guo Stefan Bekiranov Aidong Zhang HILM LM&MA 12 0 0 20 May 2025
Sparks of Science: Hypothesis Generation Using Structured Paper Data Charles OÑeill Tirthankar Ghosal Roberta Răileanu Mike Walmsley Thang Bui Kevin Schawinski I. Ciucă LRM 56 0 0 17 Apr 2025
Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees Gollam Rabby Diyana Muhammed Prasenjit Mitra Sören Auer 35 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 127 9 0 05 Feb 2025