#symbolic reasoning

topicsymbolic reasoning

2 papers · 1 filter

cs.AI2026

Exploring Structures in Physics Problems: Can AI Agents Discover Statistical Mechanical Mappings?

Wanyu Zhao, Wanbing Zhao

The paper studies whether large language model agents can discover statistical‑mechanical mappings for physics problems, introducing a benchmark of Ising‑type tasks and evaluating…

cs.CL2026

Discourse-Aware Policy Analysis with Argumentation: A Hybrid LLM-Symbolic Framework for Disaster Governance

Stylianos Loukas Vasileiou, Olga Derendiaeva

The paper presents Apaf, a hybrid pipeline that combines large language models with symbolic rules to classify policy arguments into deliberative or managerial frames and construct…