Clinical Named Entity Recognition and Linking using BERT in Combination with Spanish Medical Embeddings.
Javier Reyes-AguillónRodrigo del MoralOrlando Ramos FloresHelena Gómez-AdornoGemma Bel-EnguixPublished in: CLEF (Working Notes) (2022)
Keyphrases
- named entity recognition
- information extraction
- named entities
- natural language processing
- text summarization
- medical treatment
- medical domain
- medical experts
- question answering
- medical data
- semi supervised
- maximum entropy
- patient records
- conditional random fields
- medical knowledge
- medical records
- sequence labeling
- annotated corpus
- relation extraction
- classifier ensemble
- chinese named entity recognition
- clinical data
- clinical practice
- dimensionality reduction
- text mining
- proper names
- maximum entropy classifier
- information retrieval
- automatic extraction
- co occurrence
- knowledge representation
- probabilistic model
- active learning
- bayesian networks
- decision trees