Self-Knowledge Guided Retrieval Augmentation for Large Language Models.
Yile WangPeng LiMaosong SunYang LiuPublished in: EMNLP (Findings) (2023)
Keyphrases
- language model
- document retrieval
- retrieval model
- test collection
- information retrieval
- query expansion
- language modeling
- language models for information retrieval
- statistical language models
- ad hoc information retrieval
- n gram
- relevance model
- speech recognition
- probabilistic model
- smoothing methods
- query terms
- language modelling
- document ranking
- query generation
- passage retrieval
- context sensitive
- retrieval effectiveness
- cross language retrieval
- retrieval systems
- okapi bm
- vector space model
- document length
- pseudo relevance feedback
- statistical language modeling
- tf idf
- term dependencies
- query specific
- retrieval process
- text retrieval
- ad hoc retrieval
- average precision
- topic models
- image database
- search engine