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