FR-LoRA: Fisher Regularized LoRA for Multilingual Continual Learning.

Sayanta Adhikari|Sanjay Agrawal|Vivek Sembium


Anthology ID:DBLP:conf/cikm/Adhikari0S25
Volume:Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Year:2025
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:5559-5566
URL:https://doi.org/10.1145/3746252.3761531
DOI:https://doi.org/10.1145/3746252.3761531
DBLP:conf/cikm/Adhikari0S25
BibTeX:
@inproceedings{adhikari-2025-frlora, author = {Sayanta Adhikari and Sanjay Agrawal and Vivek Sembium}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{FR-LoRA: Fisher Regularized LoRA for Multilingual Continual Learning}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {5559--5566}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761531}, doi = {https://doi.org/10.1145/3746252.3761531} }