Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping.
Will E. ThompsonDavid M. VidmarJessica K. De FreitasJohn M. PfeiferBrandon K. FornwaltRuijun ChenGabriel AltayKabir ManghnaniAndrew C. NelsenKellie MorlandMartin C. StumpeRiccardo MiottoPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- ad hoc information retrieval
- query expansion
- language modeling
- language models for information retrieval
- information retrieval
- query terms
- statistical language models
- cross language retrieval
- document ranking
- n gram
- query generation
- document length
- smoothing methods
- probabilistic model
- relevance model
- passage retrieval
- speech recognition
- language modelling
- text retrieval
- retrieval effectiveness
- vector space model
- statistical language modeling
- pseudo feedback
- document level
- pseudo relevance feedback
- ir models
- query specific
- context sensitive
- retrieval systems
- term dependencies
- retrieval process
- okapi bm
- average precision
- sentence retrieval
- language model for information retrieval
- term frequency
- relevant documents
- out of vocabulary
- document analysis
- retrieval accuracy
- image database
- relevance feedback
- image retrieval