An In-Depth Evaluation of Federated Learning on Biomedical Natural
Language ProcessingmedRxiv (medRxiv), 2023 |
A Federated Approach for Hate Speech DetectionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
Federated Multilingual Models for Medical Transcript AnalysisACM Conference on Health, Inference, and Learning (ACM CHIL), 2022 |
Pretrained Models for Multilingual Federated LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
Federated Split BERT for Heterogeneous Text ClassificationIEEE International Joint Conference on Neural Network (IJCNN), 2022 |
Recovering Private Text in Federated Learning of Language ModelsNeural Information Processing Systems (NeurIPS), 2022 |
Training Mixed-Domain Translation Models via Federated LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
Scaling Federated Learning for Fine-tuning of Large Language ModelsInternational Conference on Applications of Natural Language to Data Bases (NLDB), 2021 |
Distantly Supervised Relation Extraction in Federated SettingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 |