UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus.
Thilini WijesiriwardeneVinh NguyenGoonmeet BajajHong Yung YipVishesh JavangulaYuqing MaoKin Wah FungSrinivasan ParthasarathyAmit P. ShethOlivier BodenreiderPublished in: CoRR (2022)
Keyphrases
- language model
- umls metathesaurus
- language modeling
- n gram
- vector space model
- document retrieval
- information retrieval
- probabilistic model
- speech recognition
- prediction accuracy
- ad hoc information retrieval
- query expansion
- language modelling
- test collection
- bag of words
- retrieval model
- word error rate
- mixture model
- statistical language models
- smoothing methods
- language model for information retrieval
- language models for information retrieval
- document length
- document ranking
- statistical machine translation
- translation model
- latent semantic indexing
- context sensitive
- error rate
- wordnet
- query specific
- relevance model
- semantic relations
- query terms
- information retrieval systems