Named Entity Recognition and Knowledge Extraction from Pharmaceutical Texts using Transfer Learning.
Nasi JofcheKostadin MishevRiste StojanovMilos JovanovikEftim ZdravevskiDimitar TrajanovPublished in: FNC/MobiSPC/SEIT (2022)
Keyphrases
- knowledge extraction
- transfer learning
- named entity recognition
- semi supervised
- information extraction
- labeled data
- named entities
- natural language processing
- semi supervised learning
- learning tasks
- machine learning
- text documents
- text summarization
- knowledge discovery
- conditional random fields
- knowledge transfer
- cross domain
- maximum entropy
- unlabeled data
- text mining
- collaborative filtering
- active learning
- text categorization
- annotated corpus
- relation extraction
- reinforcement learning
- natural language
- domain adaptation
- transfer knowledge
- text classification
- data mining
- multi task
- learning algorithm
- pairwise
- hidden markov models
- target domain
- model selection
- generative model