@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/corrections-2025-10/2025.icnlsp-1.35/",
pages = "360--373"
}
Markdown (Informal)
[L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning](https://preview.aclanthology.org/corrections-2025-10/2025.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.