Retrieval augmentation of large language models for lay language generation.
Yue GuoWei QiuGondy LeroySheng WangTrevor CohenPublished in: J. Biomed. Informatics (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- language generation
- query expansion
- test collection
- ad hoc information retrieval
- language models for information retrieval
- language modeling
- information retrieval
- statistical language models
- query terms
- cross language retrieval
- document length
- smoothing methods
- n gram
- query generation
- relevance model
- document ranking
- speech recognition
- retrieval effectiveness
- passage retrieval
- probabilistic model
- document level
- language modelling
- term dependencies
- query specific
- ir models
- pseudo relevance feedback
- vector space model
- okapi bm
- text retrieval
- language modeling approaches
- expert finding
- retrieval process
- retrieval systems
- retrieval accuracy
- term frequency
- text classification
- pseudo feedback
- image database
- statistical language modeling
- improve retrieval effectiveness
- inter document similarities
- term weighting
- translation model
- context sensitive
- relevance feedback
- multimedia
- search engine