@article{mllmselectornecessityanddiversitydriven,
  title = {MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning},
  author = {Yiwei Ma and Guohai Xu and Xiaoshuai Sun and Jiayi Ji and Jie Lou and Debing Zhang and Rongrong Ji},
  year = {2025},
  eprint = {2503.20502},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.20502v2},
}