Query-specific Variable Depth Pooling via Query Performance Prediction towards Reducing Relevance Assessment Effort.
Debasis GangulyEmine YilmazPublished in: CoRR (2023)
Keyphrases
- query performance prediction
- query specific
- relevance judgments
- relevance assessments
- relevant documents
- test collection
- retrieval effectiveness
- retrieved documents
- pseudo relevance feedback
- query expansion
- language model
- retrieval systems
- information retrieval
- relevance feedback
- query difficulty
- information retrieval systems
- average precision
- user feedback
- learning to rank
- document retrieval
- web search engines
- ranking functions
- document collections
- retrieval model
- federated search
- user queries
- search tasks
- ranked list
- search queries
- query terms
- evaluation measures
- active learning
- machine learning
- keywords
- probabilistic model
- evaluation metrics