@article{instructionorientedpreferencealignmentfo, title = {Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs}, author = {Zitian Wang and Yue Liao and Kang Rong and Fengyun Rao and Yibo Yang and Si Liu}, year = {2025}, eprint = {2503.20309}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.20309v1}, }