Integrating UMLS Knowledge into Large Language Models for Medical Question Answering.
Rui YangEdison Marrese-TaylorYuhe KeLechao ChengQingyu ChenIrene LiPublished in: CoRR (2023)
Keyphrases
- question answering
- language model
- passage retrieval
- information retrieval
- language modeling
- sentence retrieval
- probabilistic model
- question answering systems
- information extraction
- document retrieval
- question classification
- n gram
- natural language
- natural language processing
- knowledge base
- retrieval model
- query terms
- cross language
- vector space model
- free text
- query expansion
- test collection
- speech recognition
- named entities
- knowledge sources
- tf idf
- relevance model
- qa systems
- machine learning
- keywords
- visual features
- audio visual
- query translation
- multi modal
- image retrieval