Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition.
Devendra Singh SachanPengtao XieMrinmaya SachanEric P. XingPublished in: MLHC (2018)
Keyphrases
- transfer learning
- language modeling
- named entity recognition
- information extraction
- cross lingual
- language model
- information retrieval
- semi supervised
- named entities
- labeled data
- natural language processing
- text classification
- text mining
- machine learning
- text summarization
- retrieval model
- query expansion
- cross domain
- probabilistic model
- semi supervised learning
- conditional random fields
- collaborative filtering
- maximum entropy
- reinforcement learning
- machine learning algorithms
- learning algorithm
- n gram
- active learning
- supervised learning
- text categorization
- unlabeled data
- unsupervised learning
- document retrieval
- question answering
- search engine
- databases
- relevance feedback
- domain adaptation