Interpreting Reasoning of Large Language Models via Partial Information Decomposition

Barproda Halder, Qiuyi Zhang, Sanghamitra Dutta

Large reasoning models (LRMs) have achieved substantial improvements in solving complex mathematical problems, but often produce lengthy, repetitive, or erroneous reasoning traject…