Zero-Shot ECG Diagnosis with Large Language Models and Retrieval-Augmented Generation.
Han YuPeikun GuoAkane SanoPublished in: ML4H@NeurIPS (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language models for information retrieval
- information retrieval
- ad hoc information retrieval
- language modeling
- statistical language models
- smoothing methods
- document length
- query terms
- query generation
- probabilistic model
- n gram
- cross language retrieval
- retrieval effectiveness
- passage retrieval
- document ranking
- speech recognition
- query specific
- relevance model
- text retrieval
- language modelling
- retrieval framework
- vector space model
- document level
- okapi bm
- term dependencies
- retrieval systems
- out of vocabulary
- statistical language modeling
- ir models
- average precision
- tf idf
- relevance feedback
- image database
- information retrieval systems
- improve retrieval effectiveness
- pseudo relevance feedback
- language model for information retrieval
- language modeling approaches
- probabilistic retrieval models
- spoken term detection
- term weighting
- inter document similarities
- translation model
- retrieval accuracy
- context sensitive
- relevant documents
- text categorization
- text classification
- image retrieval