Which Tricks are Important for Learning to Rank?
Ivan LyzhinAleksei UstimenkoAndrey GulinLiudmila ProkhorenkovaPublished in: ICML (2023)
Keyphrases
- learning to rank
- ranking functions
- information retrieval
- loss function
- evaluation measures
- document retrieval
- query dependent
- learning to rank algorithms
- ranking svm
- direct optimization
- web search engines
- relevance judgments
- supervised learning
- retrieval systems
- test collection
- search engine
- early stage
- collaborative filtering
- ranking models
- support vector machine
- active learning
- feature space