Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback.
Yiling JiaHongning WangPublished in: SIGIR (2022)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- user feedback
- ranking functions
- information retrieval
- loss function
- reinforcement learning
- evaluation measures
- document retrieval
- collaborative filtering
- direct optimization
- retrieval systems
- ranking svm
- query dependent
- relevance feedback
- learning to rank algorithms
- support vector
- supervised learning
- relevant documents
- test collection
- data mining
- evaluation metrics
- relevance judgments
- implicit feedback
- directly optimize