Corrective Distillation: Mitigating Catastrophic Forgetting in LLM Fine-Tuning via External Correction of Self-Generated Errors

@inproceedings{jiang2026corrective,
  title = {Corrective Distillation: Mitigating Catastrophic Forgetting in LLM Fine-Tuning via External Correction of Self-Generated Errors},
  author = {Jianchun Jiang and Yi-Fei Qu and Hui Li},
  year = {2026},
  booktitle = {2026 International Conference on Generative Artificial Intelligence and Information Security (GAIIS)},
  doi = {10.1109/GAIIS69281.2026.11519134},
  url = {https://doi.org/10.1109/GAIIS69281.2026.11519134},
}