Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction.
Hermenegildo FabregatAndrés DuqueJuan Martínez-RomoLourdes AraujoPublished in: J. Biomed. Informatics (2023)
Keyphrases
- transfer learning
- relation extraction
- named entity recognition
- information extraction
- named entities
- text mining
- semi supervised
- labeled data
- natural language processing
- learning tasks
- machine learning
- semi supervised learning
- annotated corpus
- active learning
- text summarization
- reinforcement learning
- cross domain
- collaborative filtering
- reference resolution
- maximum entropy
- conditional random fields
- unlabeled data
- text classification
- domain specific
- target domain
- automatic extraction
- question answering
- data sets
- learning algorithm
- data analysis
- machine learning algorithms
- bayesian networks
- domain adaptation
- named entity recognizer
- data points
- information retrieval
- wordnet
- semantic relations
- natural language