VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
Southern University of Science and Technology · Shanghai University of Finance and Economics · Microsoft Research Asia (China) · Peking University · Ministry of Education
- Annual Meeting of the Association for Computational Linguistics
- 2026-01-01
- 0
@inproceedings{li2026vfa,
title = {VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation},
author = {Yixia Li and Yaqing Shi and Zhiwen Ruan and Dongdong Zhang and Lingjie Jiang and Shaohan Huang and Yun Chen and Guanhua Chen and Furu Wei},
year = {2026},
booktitle = {Annual Meeting of the Association for Computational Linguistics},
eprint = {2608.26155},
archivePrefix = {arXiv},
doi = {10.18653/v1/2026.acl-long.407},
url = {https://arxiv.org/abs/2608.26155},
}