Addressing Task Conflicts in LLMs Multi-Task Fine-Tuning with Task-Specific Subnetwork Refinement

Cite

Text

Wang et al. "Addressing Task Conflicts in LLMs Multi-Task Fine-Tuning with Task-Specific Subnetwork Refinement." Machine Learning, 2025. doi:10.1007/S10994-025-06885-Z

Markdown

[Wang et al. "Addressing Task Conflicts in LLMs Multi-Task Fine-Tuning with Task-Specific Subnetwork Refinement." Machine Learning, 2025.](https://mlanthology.org/mlj/2025/wang2025mlj-addressing/) doi:10.1007/S10994-025-06885-Z

BibTeX

@article{wang2025mlj-addressing,
  title     = {{Addressing Task Conflicts in LLMs Multi-Task Fine-Tuning with Task-Specific Subnetwork Refinement}},
  author    = {Wang, Yiqun and Wan, Chaoqun and Tian, Xiang and Liu, Xuesong and Chen, Yaowu},
  journal   = {Machine Learning},
  year      = {2025},
  pages     = {258},
  doi       = {10.1007/S10994-025-06885-Z},
  volume    = {114},
  url       = {https://mlanthology.org/mlj/2025/wang2025mlj-addressing/}
}