ACL · 2026 · Conference paper

VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation

Yixia Li, Yaqing Shi, Zhiwen Ruan, Dongdong Zhang, Lingjie Jiang, Shaohan Huang, Yun Chen, Guanhua Chen, Furu Wei

Published in: Annual Meeting of the Association for Computational Linguistics
Date: 2026-07-04
Citations: 0
arXiv: 2608.26155 ↗

Cite

@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},
}