Transfer Learning for Named Entity Recognition in Financial and Biomedical Documents.
Sumam FrancisJordy Van LandeghemMarie-Francine MoensPublished in: Inf. (2019)
Keyphrases
- transfer learning
- named entity recognition
- named entities
- information extraction
- semi supervised
- natural language processing
- labeled data
- knowledge transfer
- learning tasks
- semi supervised learning
- maximum entropy
- conditional random fields
- text summarization
- text mining
- machine learning
- collaborative filtering
- annotated corpus
- cross domain
- transfer knowledge
- text classification
- active learning
- reinforcement learning
- multi task
- text categorization
- machine learning algorithms
- unlabeled data
- classifier ensemble
- supervised learning
- question answering
- markov random field
- co occurrence
- prior knowledge
- pairwise
- training data
- databases
- data sets