Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation.
Jeffrey P. FerraroHal Daumé IIIScott L. DuVallWendy Webber ChapmanHenk HarkemaPeter J. HaugPublished in: J. Am. Medical Informatics Assoc. (2013)
Keyphrases
- domain adaptation
- natural language processing
- named entity recognition
- pos tagging
- semi supervised
- information extraction
- natural language
- part of speech
- cross domain
- multiple sources
- labeled data
- sentiment classification
- machine learning
- named entities
- artificial intelligence
- sentiment analysis
- transfer learning
- question answering
- text mining
- semi supervised learning
- test data
- document classification
- wordnet
- machine translation
- co training
- semantic relations
- unlabeled data
- knowledge representation
- target domain
- data sources
- active learning
- word sense disambiguation
- reinforcement learning
- training data
- pos taggers