ListMAP: Listwise learning to rank as maximum a posteriori estimation.
Sanaz KeshvariFaezeh EnsanHadi Sadoghi YazdiPublished in: Inf. Process. Manag. (2022)
Keyphrases
- learning to rank
- maximum a posteriori estimation
- ranking functions
- loss function
- information retrieval
- evaluation measures
- ranking svm
- learning to rank algorithms
- gaussian distribution
- balancing exploration and exploitation
- document retrieval
- relevance judgments
- evaluation metrics
- user feedback
- direct optimization
- ranking models
- collaborative filtering
- query dependent
- directly optimize
- supervised learning
- data sets