OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models.
Jenish MaharjanAnurag GarikipatiNavan Preet SinghLeo CyrusMayank SharmaMadalina G. CiobanuGina BarnesRahul ThapaQingqing MaoRitankar DasPublished in: CoRR (2024)
Keyphrases
- language model
- question answering
- fine tuning
- passage retrieval
- information retrieval
- language modeling
- document retrieval
- sentence retrieval
- query expansion
- retrieval model
- n gram
- probabilistic model
- speech recognition
- question answering systems
- test collection
- information extraction
- named entities
- natural language processing
- question classification
- natural language
- vector space model
- relevance model
- query terms
- qa systems
- artificial intelligence
- semantic roles
- cross language
- search engine
- multi modal
- text retrieval