@inproceedings{wu-etal-2026-beyond-token, title = "Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models", author = "Wu, Canhui and Cao, Qiong and Li, Chang and Wang, Zhenfang and Xue, Chao and Fan, Yuwei and Xi, Wei and He, Xiaodong", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.94/", pages = "1953--1974", ISBN = "979-8-89176-395-1" }