作者位次 #2/15ACL 2026Poster· Natural Language Processing
A Survey of Inductive Reasoning for Large Language Models
Kedi Chen · Dezhao Ruan · Yuhao Dan · Yaoting Wang · Siyu Yan · Xuecheng Wu · Yinqi Zhang · Qin Chen · Jie Zhou · Liang He · Biqing Qi · Linyang Li · Qipeng Guo · Xiaoming Shi · Wei Zhang
摘要
Reasoning is an important task for large language models (LLMs). Among all the reasoning paradigms, inductive reasoning is one of the basic types, which is characterized by its particular-to-general thinking process and the non-uniqueness of its answers. The inductive mode is crucial for knowledg...