Query Performance Prediction using Relevance Judgments Generated by Large Language Models.
Chuan MengNegar ArabzadehArian AskariMohammad AliannejadiMaarten de RijkePublished in: CoRR (2024)
Keyphrases
- relevance feedback
- relevance judgments
- query performance prediction
- language model
- document retrieval
- information retrieval
- retrieval model
- language modeling
- query expansion
- relevance model
- test collection
- retrieval effectiveness
- user feedback
- probabilistic model
- pseudo relevance feedback
- information retrieval systems
- n gram
- vector space model
- relevant documents
- query terms
- document ranking
- retrieval systems
- learning to rank
- ranking functions
- retrieved documents
- web search engines
- average precision
- natural language processing
- relevance assessments
- translation model
- smoothing methods
- query difficulty