A Survey on Retrieval-Augmented Text Generation for Large Language Models.
Yizheng HuangJimmy HuangPublished in: CoRR (2024)
Keyphrases
- language model
- text generation
- retrieval model
- document retrieval
- information retrieval
- query expansion
- test collection
- language models for information retrieval
- language modeling
- ad hoc information retrieval
- query terms
- statistical language models
- natural language generation
- cross language retrieval
- relevance model
- n gram
- smoothing methods
- document length
- document ranking
- probabilistic model
- passage retrieval
- speech recognition
- query specific
- vector space model
- retrieval effectiveness
- language modelling
- okapi bm
- retrieval systems
- document level
- context sensitive
- ir models
- statistical language modeling
- term dependencies
- out of vocabulary
- text retrieval
- information retrieval systems
- sentence retrieval
- relevant documents
- pseudo relevance feedback
- question answering
- theorem prover
- term weighting
- improve retrieval effectiveness
- retrieval method
- tf idf