Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation.
Pablo MessinaRené VidalDenis ParraAlvaro SotoVladimir AraujoPublished in: ACL (Findings) (2024)
Keyphrases
- medical knowledge
- language model
- text representation
- vector space model
- document representation
- medical diagnosis
- language modeling
- n gram
- knowledge based systems
- clinical data
- probabilistic model
- retrieval model
- document retrieval
- bag of words
- semi automatic
- information retrieval
- query expansion
- clinical practice
- text categorization
- index terms
- information filtering
- text retrieval
- test collection
- text classification
- knowledge sources
- document clustering
- keywords
- word sense disambiguation
- raw data
- bayesian networks
- generative model
- tf idf
- knowledge discovery
- domain knowledge
- query terms
- text documents