When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications.

Qidong Liu|Xian Wu|Xiangyu Zhao|Yuanshao Zhu|Derong Xu|Feng Tian|Yefeng Zheng


Anthology ID:DBLP:conf/sigir/Liu00ZX0024
Volume:Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
Year:2024
Venue:Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Publisher:ACM
Pages:1104-1114
URL:https://doi.org/10.1145/3626772.3657722
DOI:https://doi.org/10.1145/3626772.3657722
DBLP:conf/sigir/Liu00ZX0024
BibTeX:
@inproceedings{liu-2024-moe, author = {Qidong Liu and Xian Wu and Xiangyu Zhao and Yuanshao Zhu and Derong Xu and Feng Tian and Yefeng Zheng}, editor = {Grace Hui Yang and Hongning Wang and Sam Han and Claudia Hauff and Guido Zuccon and Yi Zhang}, title = {{When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications}}, booktitle = {{Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024}}, pages = {1104--1114}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3626772.3657722}, doi = {https://doi.org/10.1145/3626772.3657722} }