@inproceedings{singh-etal-2025-l1ra,
    title = "{L}1{RA}: Dynamic Rank Assignment in {L}o{RA} Fine-Tuning",
    author = "Singh, Raul  and
      Brunello, Nicol{\`o}  and
      Scotti, Vincenzo  and
      Carman, Mark",
    editor = "Abbas, Mourad  and
      Yousef, Tariq  and
      Galke, Lukas",
    booktitle = "Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)",
    month = aug,
    year = "2025",
    address = "Southern Denmark University, Odense, Denmark",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-emnlp/2025.icnlsp-1.35/",
    pages = "360--373"
}Markdown (Informal)
[L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning](https://preview.aclanthology.org/ingest-emnlp/2025.icnlsp-1.35/) (Singh et al., ICNLSP 2025)
ACL
- Raul Singh, Nicolò Brunello, Vincenzo Scotti, and Mark Carman. 2025. L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning. In Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025), pages 360–373, Southern Denmark University, Odense, Denmark. Association for Computational Linguistics.