Mitigating Exploitation Bias in Learning to Rank with an Uncertainty-aware Empirical Bayes Approach.
Tao YangCuize HanChen LuoParth GuptaJeff M. PhillipsQingyao AiPublished in: CoRR (2023)
Keyphrases
- learning to rank
- empirical bayes
- ranking functions
- information retrieval
- loss function
- ranking svm
- evaluation metrics
- document retrieval
- evaluation measures
- collaborative filtering
- test collection
- learning to rank algorithms
- supervised learning
- direct optimization
- data sets
- retrieval systems
- support vector
- ranking algorithm
- web search
- directly optimize
- pairwise
- machine learning