FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks.
Bill Yuchen LinChaoyang HeZihang ZeHulin WangYufen HuaChristophe DupuyRahul GuptaMahdi SoltanolkotabiXiang RenSalman AvestimehrPublished in: NAACL-HLT (Findings) (2022)
Keyphrases
- natural language processing
- learning process
- learning systems
- empirical studies
- machine learning
- learning algorithm
- neural nets
- tasks in natural language processing
- multiple tasks
- learning models
- human experts
- benchmark datasets
- artificial intelligence
- supervised learning
- data sources
- active learning
- natural language
- reinforcement learning
- neural network