PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers.
Myeonghwa LeeSeonho AnMin-Soo KimPublished in: NAACL-HLT (2024)
Keyphrases
- decision makers
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language modeling
- information retrieval
- language models for information retrieval
- ad hoc information retrieval
- query terms
- decision making
- statistical language models
- probabilistic model
- cross language retrieval
- relevance model
- smoothing methods
- query specific
- document length
- language modeling framework
- n gram
- current situation
- generative model
- passage retrieval
- document ranking
- okapi bm
- retrieval effectiveness
- ir models
- speech recognition
- term dependencies
- vector space model
- document level
- language modelling
- pseudo feedback
- group decision making
- text retrieval
- statistical language modeling
- retrieval systems
- translation model
- information retrieval systems
- tf idf
- expert finding
- ad hoc retrieval
- pseudo relevance feedback
- average precision
- bayesian networks
- term weighting
- image retrieval
- machine learning