@inproceedings{qingyun-etal-2026-reading, title = "Reading the Geometry: A Mechanism for When Frozen {LLM} Text Helps Tabular Foundation Models", author = "Qingyun, Zou and Li, Yingze and Chen, Nuo", 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.2028/", pages = "43179--43194", ISBN = "979-8-89176-462-0" }