EHRNoteQA: A Patient-Specific Question Answering Benchmark for Evaluating Large Language Models in Clinical Settings.
Sunjun KweonJiyoun KimHeeyoung KwakDongchul ChaHangyul YoonKwanghyun KimSeunghyun WonEdward ChoiPublished in: CoRR (2024)
Keyphrases
- patient specific
- language model
- question answering
- therapy planning
- passage retrieval
- information retrieval
- language modeling
- document retrieval
- n gram
- sentence retrieval
- probabilistic model
- speech recognition
- query expansion
- cross language
- retrieval model
- test collection
- question classification
- natural language
- question answering systems
- natural language processing
- information extraction
- pseudo relevance feedback
- named entities
- information retrieval systems
- machine learning
- relevance model
- vector space model
- query terms
- quantitative evaluation
- semantic roles
- data mining
- retrieval systems