Online Learning to Rank in a Listwise Approach for Information Retrieval.
Fan MaHaoyun YangHaibing YinXiaofeng HuangChenggang YanXiang MengPublished in: ICME (2019)
Keyphrases
- learning to rank
- information retrieval
- balancing exploration and exploitation
- ranking functions
- loss function
- document retrieval
- evaluation measures
- collaborative filtering
- direct optimization
- ranking svm
- query dependent
- retrieval systems
- learning to rank algorithms
- bayesian networks
- machine learning
- learning algorithm
- evaluation metrics
- user feedback
- directly optimize
- ranking models
- relevance judgments
- language model
- pairwise
- test collection