Learning to Rank for Active Learning: A Listwise Approach.
Minghan LiXialei LiuJoost van de WeijerBogdan C. RaducanuPublished in: CoRR (2020)
Keyphrases
- learning to rank
- active learning
- supervised learning
- ranking functions
- information retrieval
- loss function
- learning to rank algorithms
- evaluation measures
- document retrieval
- ranking svm
- learning algorithm
- collaborative filtering
- machine learning
- evaluation metrics
- relevance judgments
- query dependent
- selective sampling
- direct optimization
- relevance feedback
- semi supervised
- learning process
- training set
- balancing exploration and exploitation
- information extraction
- cost sensitive