作者位次 #8/10ACL 2026Findings· Findings of ACL
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 · Bart Selman · Qingsong Wen
摘要
Scientific reasoning, the process through which humans apply logic, evidence, and critical thinking to explore and interpret scientific phenomena, is essential in advancing knowledge reasoning across diverse fields. However, despite significant progress, current scientific reasoning models still...