From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in LRMs via Decoupled Reasoning and Control

Rui Ha, Rui Pu, Chaozhuo Li, Li Sun 0008, Sen Su. From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in LRMs via Decoupled Reasoning and Control. 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 6698-6710, Association for Computational Linguistics, 2026. [doi]

Authors

Rui Ha

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Rui Pu

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Chaozhuo Li

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Li Sun 0008

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Sen Su

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