AI RESEARCH
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
arXiv CS.CL
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ArXi:2502.02871v2 Announce Type: replace 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 struggle with generalization across domains and often fall short of multimodal perception.