Rule-Based Natural Language Processing Pipeline to Detect Medication-Related Named Entities: Insights for Transfer Learning.
Zoie Shui-Yee WongNeil WatersNicholas I-Hsien KuoJiaxing LiuPublished in: MedInfo (2023)
Keyphrases
- named entities
- transfer learning
- natural language processing
- text mining
- named entity recognition
- information extraction
- machine learning
- knowledge transfer
- learning tasks
- named entity extraction
- question answering
- relation extraction
- text classification
- cross domain
- co occurrence
- collaborative filtering
- wordnet
- labeled data
- data mining
- natural language
- transfer knowledge
- text categorization
- reinforcement learning
- text documents
- active learning
- domain adaptation
- data sets
- information retrieval
- artificial intelligence
- expert systems
- machine learning algorithms
- sentiment analysis
- text summarization
- semi supervised learning
- named entity disambiguation
- multi task
- semantic relations
- unsupervised learning
- pairwise
- databases