Active Learning for Efficient Partial Improvement of Learning to Rank.
Koki ShibataMakoto P. KatoPublished in: ICADL (2022)
Keyphrases
- learning to rank
- active learning
- ranking functions
- active sampling
- loss function
- information retrieval
- evaluation measures
- ranking svm
- supervised learning
- collaborative filtering
- evaluation metrics
- query dependent
- balancing exploration and exploitation
- classification accuracy
- document retrieval
- pairwise
- digital libraries
- ensemble methods
- data sets
- directly optimize