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Benchmarking and Boosting Multilingual Capabilities of LVLMs via OCR-Centric Reinforcement Learning

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Gao, Junyuan,Song, Jiahe,Wu, Jiang,Zhu, Runchuan,Shenguanlin,Wang, Shasha,Wei, Xingjian,Yang, Haote
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Li, Weijia,Wang, Bin,Wu, Lijun,He, Conghui
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
published

Abstract

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Cite this paper

@article{junyuan2026,
  title = {Benchmarking and Boosting Multilingual Capabilities of LVLMs 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},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
}