@inproceedings{cui-etal-2026-llm, title = "{LLM} Knows, Speaks Not: Extracting Decoder-State Representations for Column Type Annotation", author = "Cui, Lingxi and Zhang, Jianfeng and Li, Huan and Chen, Ke and Shou, Lidan", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1107/", pages = "23427--23441", ISBN = "979-8-89176-462-0" }