FedNLP!

We have just released a new paper, "FedNLP: A Research Platform for Federated Learning in Natural Language Processing", which provides a research platform for federated learning in natural language processing. FedNLP supports various popular task formulations in NLP such as text classification, sequence tagging, question answering, seq2seq generation, and language modeling. We also implement an interface between Transformer language models (e.g., BERT) and FL methods (e.g., FedAvg, Fe- dOpt, etc.) for distributed training ...