@inproceedings{lin-etal-2026-decoding, title = "Decoding Time Series with {LLM}s: A Multi-Agent Framework for Cross-Domain Annotation", author = "Lin, Minhua and Chen, Zhengzhang and Liu, Yanchi and Zhao, Xujiang and Wu, Zongyu and Wang, Junxiang and Zhang, Xiang and Wang, Suhang and Chen, Haifeng", editor = "Demberg, Vera and Inui, Kentaro and Marquez, Llu{\'i}s", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EACL} 2026", month = mar, year = "2026", address = "Rabat, Morocco", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-eacl/2026.findings-eacl.329/", pages = "6244--6281", ISBN = "979-8-89176-386-9" }