Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models

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Authors: Dadi Guo, Jiayu Liu, Zhiyuan Fan, Zhitao He, Haoran Li, Yuxin Li, Yumeng Wang, Yi R. Fung
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Abstract

Dadi Guo, Jiayu Liu, Zhiyuan Fan, Zhitao He, Haoran Li, Yuxin Li, Yumeng Wang, Yi R. Fung. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Constraint Satisfaction and Optimization Bayesian Modeling and Causal Inference Mathematics Computing and Information Processing

Publication details

Pages
12764–12804
Publication date
1 January 2026
Language
EN