Unbiased Learning-to-Rank with Biased Feedback.
Thorsten JoachimsAdith SwaminathanTobias SchnabelPublished in: CoRR (2016)
Keyphrases
- learning to rank
- user feedback
- ranking functions
- information retrieval
- loss function
- ranking svm
- direct optimization
- learning to rank algorithms
- document retrieval
- evaluation measures
- evaluation metrics
- relevance feedback
- exploration exploitation dilemma
- relevance judgments
- query dependent
- retrieval systems
- supervised learning
- semi supervised
- pairwise