Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations.
Jetsun WhittonAnthony HunterPublished in: CoRR (2021)
Keyphrases
- relation extraction
- clinical trials
- named entities
- entity extraction
- coreference resolution
- named entity recognizer
- information extraction
- automatic extraction
- domain specific
- semantic relations
- named entity recognition
- question answering
- dependency trees
- co occurrence
- semantic features
- decision support system
- semantic role labeling
- natural language processing
- natural language
- machine learning
- unsupervised learning
- parse tree
- tree kernels
- general purpose
- text mining
- visual features
- higher level
- entity ranking
- knowledge base