An in-depth evaluation of federated learning on biomedical natural language processing for information extraction.
Le PengGaoxiang LuoSicheng ZhouJiandong ChenZiyue XuJu SunRui ZhangPublished in: npj Digit. Medicine (2024)
Keyphrases
- information extraction
- natural language processing
- text mining
- machine learning
- free text
- learning algorithm
- text processing
- relational learning
- named entity recognition
- natural language
- active learning
- precision and recall
- semi structured
- information retrieval
- learning tasks
- mobile learning
- web documents
- artificial intelligence
- question answering
- named entities
- unsupervised learning
- online learning
- semantic relations
- mobile devices
- training data
- computational biology
- decision trees
- relation extraction
- entity extraction