@inproceedings{zhang-etal-2026-thinking-hurts, title = "Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation", author = "Zhang, Luankang and Huang, Yonghao and Lv, Hang and Zhi, Xuyang and Yin, Mingjia and Ye, Yuyang and Guo, Wei and Wang, Hao and Chen, Enhong", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2424/", pages = "55037--55049", ISBN = "979-8-89176-459-0" }