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