Mitigating Exploitation Bias in Learning to Rank with an Uncertainty-aware Empirical Bayes Approach.
Tao YangCuize HanChen LuoParth GuptaJeff M. PhillipsQingyao AiPublished in: WWW (2024)
Keyphrases
- learning to rank
- empirical bayes
- ranking functions
- information retrieval
- loss function
- ranking svm
- collaborative filtering
- document retrieval
- evaluation measures
- query dependent
- direct optimization
- learning to rank algorithms
- supervised learning
- test collection
- evaluation metrics
- retrieval systems
- reinforcement learning
- directly optimize
- data mining