An in-depth evaluation of federated learning on biomedical natural language processing for information extraction

Keyphrases

• Access Restriction 16%
• Client Data 16%
• Clinical Natural Language Processing 100%
• Collaborative Learning 16%
• Data Access 16%
• Data Privacy 33%
• Decentralized Solution 16%
• Depth Evaluation 100%
• Federated Learning 100%
• Few-Shot Prompting 16%
• General Data Protection Regulation 16%
• Generative Transformer 16%
• Health Insurance 16%
• HIPPA 16%
• Information Extraction 100%
• Language Model 50%
• Learning Model 50%
• Medical Field 16%
• Natural Language Processing 16%
• Portability 16%
• Privacy Constraint 16%
• Processing Task 16%
• Resilience 16%
• Training Model 16%
• Transformer Model 16%

Computer Science

• Bidirectional Encoder Representations From Transformers 16%
• Collaborative Learning 16%
• Data Access 16%
• Data Privacy 16%
• Federated Learning 100%
• General Data Protection Regulation 16%
• Health Insurance Portability and Accountability Act 16%
• Individual Client 16%
• Information Extraction 100%
• Language Modeling 50%
• Large Language Model 16%
• Natural Language Processing 100%
• Processing Task 16%
• Training Model 16%

Psychology

• Collaborative Learning 33%
• Learning Model 100%