@inproceedings{gao-etal-2026-benchmarking-boosting, title = "Benchmarking and Boosting Multilingual Capabilities of {LVLM}s via {OCR}-Centric Reinforcement Learning", author = "Gao, Junyuan and Song, Jiahe and Wu, Jiang and Zhu, Runchuan and Shenguanlin and Wang, Shasha and Wei, Xingjian and Yang, Haote and Li, Weijia and Wang, Bin and Wu, Lijun and He, Conghui", 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.666/", pages = "15335--15365", ISBN = "979-8-89176-459-0" }