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