Regression Compatible Listwise Objectives for Calibrated Ranking.
Aijun BaiRolf JagermanZhen QinPratyush KarBing-Rong LinXuanhui WangMichael BenderskyMarc NajorkPublished in: CoRR (2022)
Keyphrases
- learning to rank
- ranking functions
- ranking algorithm
- learning to rank algorithms
- query dependent
- information retrieval
- ranking svm
- ranking models
- loss function
- evaluation measures
- regression model
- pairwise
- collaborative filtering
- web search
- document retrieval
- web search engines
- retrieval systems
- evaluation metrics
- relevance judgments
- supervised learning
- user feedback
- benchmark datasets
- ordinal regression
- feature vectors
- gaussian processes
- bayesian networks
- model selection
- database