Chemical-protein relation extraction with ensembles of carefully tuned pretrained language models.
Leon WeberMario SängerSamuele GardaFabio BarthChristoph AltUlf LeserPublished in: Database J. Biol. Databases Curation (2022)
Keyphrases
- language model
- relation extraction
- automatic extraction
- information extraction
- language modeling
- named entities
- n gram
- probabilistic model
- information retrieval
- semantic relations
- domain specific
- document retrieval
- retrieval model
- semantic role labeling
- question answering
- query expansion
- context sensitive
- test collection
- named entity recognition
- semantic features
- pseudo relevance feedback
- coreference resolution
- query terms
- relevance model
- translation model
- text documents
- clustering method
- co occurrence
- feature extraction
- machine learning