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