@article{yin2023lamm,
    title={LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark},
    author={Yin, Zhenfei and Wang, Jiong and Cao, Jianjian and Shi, Zhelun and Liu, Dingning and Li, Mukai and Sheng, Lu and Bai, Lei and Huang, Xiaoshui and Wang, Zhiyong and others},
    journal={arXiv preprint arXiv:2306.06687},
    year={2023}
}

@misc{shi2024assessment,
      title={Assessment of Multimodal Large Language Models in Alignment with Human Values}, 
      author={Zhelun Shi and Zhipin Wang and Hongxing Fan and Zaibin Zhang and Lijun Li and Yongting Zhang and Zhenfei Yin and Lu Sheng and Yu Qiao and Jing Shao},
      year={2024},
      eprint={2403.17830},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{shi2023chef,
      title={ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models}, 
      author={Zhelun Shi and Zhipin Wang and Hongxing Fan and Zhenfei Yin and Lu Sheng and Yu Qiao and Jing Shao},
      year={2023},
      eprint={2311.02692},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{chen2023octavius,
      title={Octavius: Mitigating Task Interference in MLLMs via MoE}, 
      author={Zeren Chen and Ziqin Wang and Zhen Wang and Huayang Liu and Zhenfei Yin and Si Liu and Lu Sheng and Wanli Ouyang and Yu Qiao and Jing Shao},
      year={2023},
      eprint={2311.02684},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@article{depictqa,
        title={Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models},
        author={You, Zhiyuan and Li, Zheyuan, and Gu, Jinjin, and Yin, Zhenfei and Xue, Tianfan and Dong, Chao},
        journal={arXiv preprint arXiv:2312.08962},
        year={2023}
    }

@misc{qin2023mp5,
  title         = {MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception}, 
  author        = {Yiran Qin and Enshen Zhou and Qichang Liu and Zhenfei Yin and Lu Sheng and Ruimao Zhang and Yu Qiao and Jing Shao},
  year          = {2023},
  eprint        = {2312.07472},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CV}
}