Christophe Dupuy

FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks

2021 · arXiv (Cornell University)

Increasing concerns and regulations about data privacy and sparsity necessitate the study of privacy-preserving, decentralized learning methods for natural language processing (NLP) tasks. Federated learning (FL) provides promising approaches for a large number of clients …