RadioRAG: Factual Large Language Models for Enhanced Diagnostics in Radiology Using Dynamic Retrieval Augmented Generation.
Soroosh Tayebi ArastehMahshad LotfiniaKeno K. BressemRobert SiepmannDyke FerberChristiane KuhlJakob Nikolas KatherSven NebelungDaniel TruhnPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- language modeling
- ad hoc information retrieval
- information retrieval
- language models for information retrieval
- probabilistic model
- smoothing methods
- relevance model
- n gram
- statistical language models
- query terms
- context sensitive
- document length
- query generation
- language modelling
- document ranking
- cross language retrieval
- text retrieval
- speech recognition
- okapi bm
- ir models
- query specific
- document level
- retrieval effectiveness
- passage retrieval
- term dependencies
- retrieval systems
- term frequency
- statistical language modeling
- language model for information retrieval
- pseudo feedback
- language modeling approaches
- out of vocabulary
- tf idf
- information retrieval systems
- relevance feedback
- image retrieval
- translation model
- retrieval accuracy
- vector space model
- question answering
- probabilistic retrieval models