@inproceedings{xiang-etal-2026-thinking, title = "When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning", author = "Xiang, Yang and Ji, Yixin and Xu, Ruotao and Qiao, Dan and Yang, Zheming and Li, Juntao and Zhang, Min", 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.1080/", pages = "23541--23556", ISBN = "979-8-89176-390-6" }