Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models.
Yifei MingYixuan LiPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- language modeling
- ad hoc information retrieval
- query expansion
- language models for information retrieval
- information retrieval
- statistical language models
- document length
- n gram
- relevance model
- query terms
- cross language retrieval
- speech recognition
- smoothing methods
- okapi bm
- language modelling
- document ranking
- probabilistic model
- query generation
- retrieval effectiveness
- vector space model
- pseudo relevance feedback
- query specific
- ir models
- text retrieval
- passage retrieval
- term dependencies
- out of vocabulary
- pseudo feedback
- retrieval systems
- document level
- relevance feedback
- information retrieval systems
- average precision
- sentence retrieval
- tf idf
- retrieval method
- term frequency
- retrieval process
- translation model
- search engine
- inter document similarities
- retrieved documents
- text classification
- relevant documents
- ad hoc retrieval
- retrieval accuracy
- term weighting