Which Tricks are Important for Learning to Rank?
Ivan LyzhinAleksei UstimenkoAndrey GulinLiudmila ProkhorenkovaPublished in: CoRR (2022)
Keyphrases
- learning to rank
- ranking functions
- information retrieval
- loss function
- ranking svm
- direct optimization
- document retrieval
- learning to rank algorithms
- relevance judgments
- retrieval systems
- evaluation measures
- evaluation metrics
- query dependent
- collaborative filtering
- exploration exploitation dilemma
- information retrieval systems
- supervised learning
- feature extraction