@inproceedings{chen-etal-2026-warm, title = "Warm Up with a Rubric, Then Merge: Decoupling Grounding Gains from Reasoning Costs in Vision-Language Models", author = "Chen, Jingfan and Wang, Lin and Su, Jingran and Qing, Li", 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.2148/", pages = "48839--48855", ISBN = "979-8-89176-459-0" }