RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit.
Jiongnan LiuJiajie JinZihan WangJiehan ChengZhicheng DouJi-Rong WenPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- ad hoc information retrieval
- query expansion
- test collection
- language modeling
- information retrieval
- query terms
- statistical language models
- smoothing methods
- n gram
- document length
- probabilistic model
- cross language retrieval
- language models for information retrieval
- query specific
- relevance model
- document ranking
- speech recognition
- trec test collections
- language modelling
- web page retrieval
- text retrieval
- context sensitive
- document level
- pseudo feedback
- pseudo relevance feedback
- ir models
- retrieval systems
- term dependencies
- vector space model
- okapi bm
- retrieval effectiveness
- mixture model
- jelinek mercer
- retrieval process
- information retrieval systems
- cross lingual
- divergence from randomness
- probabilistic retrieval models
- relevance feedback
- language model for information retrieval
- trec collections
- xml retrieval
- retrieved documents
- term frequency
- average precision
- cross language
- relevant documents
- user queries
- statistical language modeling
- document collections