@inproceedings{zhou-etal-2026-cats, title = "{C}a{TS}-Bench: Can Language Models Describe Time Series?", author = "Zhou, Luca and Yashwante, Pratham and Fisher, Marshall and Sampieri, Alessio and Zhou, Zihao and Galasso, Fabio and Yu, Rose", 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.1722/", pages = "34479--34519", ISBN = "979-8-89176-395-1" }