Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks.
Laura ChiticariuRajasekar KrishnamurthyYunyao LiFrederick ReissShivakumar VaithyanathanPublished in: EMNLP (2010)
Keyphrases
- domain adaptation
- named entities
- labeled data
- co training
- named entity recognition
- information extraction
- semi supervised
- semi supervised learning
- relation extraction
- co occurrence
- natural language processing
- question answering
- unlabeled data
- multiple sources
- text mining
- expert systems
- cross domain
- unsupervised learning
- transfer learning
- supervised learning
- sentiment classification
- target domain
- text documents
- machine learning
- data points
- active learning
- document classification
- training data
- learning algorithm
- test data
- text classification
- pairwise
- feature extraction
- feature selection
- multi view