@inproceedings{qi-etal-2025-shallow, title = "Shallow Preference Signals: Large Language Model Aligns {E}ven Better with Truncated Data?", author = "Qi, Xuan and Qiu, Jiahao and Juan, Xinzhe and Wu, Yue and Wang, Mengdi", editor = "Dhole, Kaustubh and Clinciu, Miruna", booktitle = "Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM{\texttwosuperior})", month = jul, year = "2025", address = "Vienna, Austria and virtual meeting", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/corrections-2025-08/2025.gem-1.48/", pages = "532--548", ISBN = "979-8-89176-261-9" }