Bridging Internal Consistency and External Alignment: A Causal and Dynamic Interpretability Framework for LLM Generation

Shuyao Xiao, Shengling Wang 0001, Ke Chao. Bridging Internal Consistency and External Alignment: A Causal and Dynamic Interpretability Framework for LLM Generation. 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 20378-20392, Association for Computational Linguistics, 2026. [doi]

Abstract

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