Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models.
Zhiyuan PengXuyang WuYi FangPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- information retrieval
- ad hoc information retrieval
- language modeling
- language models for information retrieval
- statistical language models
- query terms
- smoothing methods
- document length
- cross language retrieval
- document ranking
- probabilistic model
- query generation
- speech recognition
- n gram
- pseudo relevance feedback
- relevance model
- passage retrieval
- query specific
- pseudo feedback
- language modelling
- vector space model
- document level
- okapi bm
- retrieval effectiveness
- text retrieval
- information retrieval systems
- retrieval process
- statistical language modeling
- ir models
- retrieval accuracy
- retrieval systems
- term dependencies
- language model for information retrieval
- average precision
- image retrieval
- expert finding
- ad hoc retrieval
- term frequency
- retrieval method
- relevant documents
- improve retrieval effectiveness
- text classification
- image database
- language modeling approaches
- translation model
- relevance assessments
- term weighting
- cross lingual
- document collections