MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering.
Juraj VladikaPhillip SchneiderFlorian MatthesPublished in: CoRR (2024)
Keyphrases
- language model
- medical knowledge
- question answering
- information retrieval
- passage retrieval
- language modeling
- medical diagnosis
- document retrieval
- knowledge based systems
- clinical data
- semi automatic
- precision and recall
- n gram
- information extraction
- speech recognition
- test collection
- query expansion
- probabilistic model
- natural language
- knowledge sources
- named entities
- natural language processing
- retrieval model
- sentence retrieval
- cross language
- knowledge discovery
- pseudo relevance feedback
- query terms
- vector space model
- knowledge acquisition
- domain experts
- knowledge representation
- translation model
- semantic roles
- retrieval effectiveness
- evaluation measures
- domain knowledge
- answer extraction
- search engine