Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approach.
Maxime DelmasMagdalena WysockaAndré FreitasPublished in: CoRR (2023)
Keyphrases
- relation extraction
- data generation
- information extraction
- entity extraction
- manually annotated
- automatic extraction
- domain specific
- named entities
- semantic relations
- active learning
- semantic features
- named entity recognition
- question answering
- streaming data
- information retrieval
- tree kernels
- data streams
- natural language processing
- co training
- cross domain
- high throughput
- conditional random fields
- sliding window
- pairwise
- machine learning