Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets.
Yifan PengShankai YanZhiyong LuPublished in: CoRR (2019)
Keyphrases
- transfer learning
- natural language processing
- text mining
- machine learning
- learning tasks
- information extraction
- knowledge transfer
- reinforcement learning
- active learning
- labeled data
- cross domain
- text classification
- semi supervised learning
- structure learning
- artificial intelligence
- text categorization
- manifold alignment
- multi task
- cross domain learning
- standard learning algorithms
- knowledge sharing
- machine learning algorithms
- natural language
- learning algorithm
- data sets
- domain adaptation
- transfer knowledge
- information retrieval
- knowledge representation
- conditional independence
- multi task learning
- transferring knowledge
- neural network