@inproceedings{wei-etal-2026-evolution, title = "The Evolution of Thought: Tracking {LLM} Overthinking via Reasoning Dynamics Analysis", author = "Wei, Zihao and Pang, Liang and Liu, Jiahao and Shi, Wenjie and Deng, Jingcheng and Xu, Shicheng and Duan, Zenghao and Wang, Jingang and Sun, Fei and Shen, Huawei and Cheng, Xueqi", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1239/", pages = "26905--26920", ISBN = "979-8-89176-390-6" }