@inproceedings{knight-etal-2026-reviews, title = "What Can Reviews Reliably Tell Us About Books? A Per-Attribute Audit and Tiered Annotated Dataset Across 1.7{M} Titles", author = "Knight, Samsun and Bart, Yakov and Tang, Ethan and Gutman, Jory", 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.562/", pages = "12903--12934", ISBN = "979-8-89176-459-0" }