作者位次 #3/7ACL 2026Findings· Findings of ACL
Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models
Mingzi Cao · Xingwei Tan · Mahmud Elahi Akhter · Marco Valentino · Maria Liakata · Xi Wang · Nikolaos Aletras
摘要
Deduction, induction, and abduction are fundamental reasoning paradigms, core for human logical thinking. Although improving Large Language Model (LLM) reasoning has attracted significant research efforts, the extent to which the fundamental paradigms induce generalization has yet to be systemati...