Metacognitive Retrieval-Augmented Large Language Models.
Yujia ZhouZheng LiuJiajie JinJian-Yun NieZhicheng DouPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- ad hoc information retrieval
- language modeling
- language models for information retrieval
- information retrieval
- statistical language models
- document length
- query terms
- smoothing methods
- relevance model
- cross language retrieval
- probabilistic model
- document ranking
- query generation
- speech recognition
- n gram
- retrieval framework
- context sensitive
- vector space model
- text retrieval
- language modelling
- query specific
- ir models
- document level
- retrieval effectiveness
- okapi bm
- retrieval systems
- term dependencies
- statistical language modeling
- passage retrieval
- pseudo feedback
- information retrieval systems
- image database
- sentence retrieval
- average precision
- out of vocabulary
- relevance feedback
- retrieval process
- image retrieval
- probabilistic retrieval models
- ad hoc retrieval
- relevance assessments
- term weighting
- pseudo relevance feedback
- spoken term detection
- language model for information retrieval
- language modeling approaches
- improve retrieval effectiveness
- co occurrence
- feature selection