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Searched The ACM Guide to Computing Literature (3,762,364 records)|Limit your search to The ACM Full-Text Collection (757,132 records)
- research-articleMarch 2024
Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights
- Junchen Fu,
- Fajie Yuan,
- Yu Song,
- Zheng Yuan,
- Mingyue Cheng,
- Shenghui Cheng,
- Jiaqi Zhang,
- Jie Wang,
- Yunzhu Pan
WSDM '24: Proceedings of the 17th ACM International Conference on Web Search and Data MiningMarch 2024, Pages 208–217https://doi.org/10.1145/3616855.3635805Adapters, a plug-in neural network module with some tunable parameters, have emerged as a parameter-efficient transfer learning technique for adapting pre-trained models to downstream tasks, especially for natural language processing (NLP) and computer ...