Learning to Rank from Relevance Judgments Distributions.
Alberto PurpuraGianmaria SilvelloGian Antonio SustoPublished in: IIR (2022)
Keyphrases
- learning to rank
- relevance judgments
- ranking functions
- information retrieval
- loss function
- evaluation measures
- document retrieval
- information retrieval evaluation
- collaborative filtering
- ranking svm
- user feedback
- test collection
- evaluation metrics
- clickthrough data
- query performance prediction
- implicit feedback
- supervised learning
- feature extraction
- relevance assessments
- retrieval systems
- machine learning
- web search engines
- pairwise