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