Author

Fan Yang

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Preprint Aug 2026

From Reasoning Depth to Reasoning Breadth: Evaluating Multi-Point Associative Reasoning in Large Language Models

MPAR-Bench is introduced, a bilingual English-Chinese benchmark that isolates reasoning breadth through multi-point associative reasoning, and case-level analysis shows that extended reasoning can overturn an initially correct hypothesis.

Si'an Xie, Jiaxu Liu, Biao Yang et al. · 0 citations