Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting

@article{hong2025keep,
  title = {Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting},
  author = {Yijie Hong and Xiaofei Yin and Xinzhong Wang and Yi Tu and Ya Guo and Sufeng Duan and Wei-Qiang Wang and Lingyong Fang and Depeng Wang and Huijia Zhu},
  year = {2025},
  journal = {International Conference on Multimedia Retrieval},
  eprint = {2505.00029},
  archivePrefix = {arXiv},
  doi = {10.1145/3805622.3810776},
  url = {https://arxiv.org/abs/2505.00029},
}