2 papers
cs.CL2026
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
Yibo Yan, Shen Wang, Jiahao Huo +7
Scientific reasoning, the process through which humans apply logic, evidence, and critical thinking to explore and interpret scientific phenomena, is essential in advancing knowled…
cs.AI2026
Agentic Neurosymbolic Collaboration for Mathematical Discovery: A Case Study in Combinatorial Design
Hai Xia, Carla P. Gomes, Bart Selman +1
We study mathematical discovery through the lens of neurosymbolic reasoning, where an AI agent powered by a large language model (LLM), coupled with symbolic computation tools, and…