Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning

@inproceedings{wang2026soft,
  title = {Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning},
  author = {Yitong Wang and Xue Han and Wenchun Gao and Qian Hu and Jiahui Wang and Ziqing Wang and Lijun Mei and Junlan Feng},
  year = {2026},
  booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  doi = {10.18653/v1/2026.acl-long.842},
  url = {https://doi.org/10.18653/v1/2026.acl-long.842},
}