作者位次 #2/7ACL 2026Poster· Natural Language Processing
Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning
Sihang Jiang · Zhiyu Lu · Keyi Wang · Jiaqing Liang · Yanghua Xiao · Xiaojun Meng · Jiansheng Wei
摘要
While extensive research has evaluated LLMs on complex reasoning tasks, the foundational building blocks of logical reasoning remain underexplored. We introduce IIBench, a benchmark evaluating immediate inference (elementary operations over categorical propositions). Our evaluation reveals that e...