Predict and Optimize: Through the Lens of Learning to Rank.
Jayanta MandiVíctor BucareyMaxime MulambaTias GunsPublished in: CoRR (2021)
Keyphrases
- learning to rank
- directly optimize
- ranking functions
- loss function
- information retrieval
- direct optimization
- evaluation measures
- document retrieval
- evaluation metrics
- collaborative filtering
- test collection
- ranking svm
- supervised learning
- relevance judgments
- ranking models
- query dependent
- learning to rank algorithms
- multi class
- retrieval systems
- support vector
- retrieval effectiveness
- feature selection
- data sets