A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach.
Suchana DattaSean MacAvaneyDebasis GangulyDerek GreenePublished in: SIGIR (2022)
Keyphrases
- query performance prediction
- pointwise
- learning to rank
- relevance judgments
- query difficulty
- retrieval systems
- information retrieval
- ranking functions
- query suggestion
- pairwise
- query dependent
- document retrieval
- weighted sum
- evaluation measures
- loss function
- retrieval effectiveness
- average precision
- user queries
- query terms
- query processing
- keywords
- database
- ranking svm
- document collections
- information retrieval systems
- ranking algorithm
- query expansion
- test collection
- query specific
- web search
- relevant documents
- query logs
- text retrieval
- document clustering
- user interaction
- query formulation
- web documents
- web search engines
- retrieved documents
- ranking models
- reinforcement learning
- semantic information
- learning algorithm
- machine learning