R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models.
Shangqing TuYuanchun WangJifan YuYuyang XieYaran ShiXiaozhi WangJing ZhangLei HouJuanzi LiPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- domain knowledge
- document retrieval
- test collection
- query expansion
- information retrieval
- language modeling
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- n gram
- document length
- relevance model
- cross language retrieval
- query specific
- query terms
- document ranking
- smoothing methods
- speech recognition
- language modelling
- okapi bm
- term dependencies
- retrieval effectiveness
- probabilistic model
- ir models
- information retrieval systems
- context sensitive
- passage retrieval
- query generation
- vector space model
- pseudo relevance feedback
- translation model
- text retrieval
- statistical language modeling
- document level
- image database
- average precision
- term weighting
- out of vocabulary
- expert finding
- ad hoc retrieval
- term frequency
- relevance feedback
- pseudo feedback
- cross lingual
- improve retrieval effectiveness
- relevant documents
- retrieval systems
- language model for information retrieval