Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing

Wenhao Yuan 0005, Chenchen Lin, Jian Chen 0011, Jinfeng Xu 0003, Xuehe Wang, Edith Cheuk-Han Ngai. Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 31201-31225, Association for Computational Linguistics, 2026. [doi]

Abstract

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