SQL-Rank: A Listwise Approach to Collaborative Ranking.
Liwei WuCho-Jui HsiehJames SharpnackPublished in: ICML (2018)
Keyphrases
- learning to rank
- ranking models
- ranking functions
- ranking algorithm
- web search
- learning to rank algorithms
- information retrieval
- evaluation measures
- loss function
- query dependent
- ranking svm
- relational databases
- benchmark datasets
- query language
- document retrieval
- databases
- database design
- pairwise
- ranked list
- rank aggregation
- web search engines
- database
- user feedback
- directly optimize
- clickthrough data
- pairwise classification
- relevance judgments
- search engine
- normalized discounted cumulative gain
- highly ranked
- multimedia
- rank order
- database applications
- test collection