Deep versus shallow judgments in learning to rank.
Emine YilmazStephen RobertsonPublished in: SIGIR (2009)
Keyphrases
- learning to rank
- relevance judgments
- ranking functions
- information retrieval
- loss function
- question answering
- document retrieval
- ranking svm
- evaluation measures
- collaborative filtering
- test collection
- relevance assessments
- direct optimization
- evaluation metrics
- query dependent
- natural language processing
- web search
- information retrieval evaluation
- directly optimize
- pairwise
- bayesian networks
- data mining
- learning to rank algorithms