Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models.

@inproceedings{pan-2025-contextual, author = {Dayan Pan and Zhaoyang Fu and Jingyuan Wang and Xiao Han and Yue Zhu and Xiangyu Zhao}, 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 = {{Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2273--2283}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761289}, doi = {https://doi.org/10.1145/3746252.3761289} }