Benchmarking Large Language Models in Retrieval-Augmented Generation.
Jiawei ChenHongyu LinXianpei HanLe SunPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- language models for information retrieval
- test collection
- language modeling
- ad hoc information retrieval
- information retrieval
- statistical language models
- document length
- query terms
- relevance model
- document ranking
- query specific
- smoothing methods
- query generation
- cross language retrieval
- probabilistic model
- speech recognition
- n gram
- text retrieval
- statistical language modeling
- passage retrieval
- retrieval effectiveness
- document level
- language modelling
- vector space model
- pseudo feedback
- term dependencies
- retrieval process
- retrieval systems
- okapi bm
- ir models
- language model for information retrieval
- information retrieval systems
- translation model
- context sensitive
- pseudo relevance feedback
- inter document similarities
- term proximity
- expert finding
- term frequency
- probabilistic retrieval models
- average precision
- xml retrieval
- retrieved documents
- retrieval accuracy
- out of vocabulary
- image database