PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer.
Yiling JiaHuazheng WangStephen GuoHongning WangPublished in: CoRR (2021)
Keyphrases
- learning to rank
- pairwise
- loss function
- balancing exploration and exploitation
- ranking functions
- information retrieval
- document retrieval
- evaluation measures
- ranking svm
- learning to rank algorithms
- similarity measure
- direct optimization
- multi class
- collaborative filtering
- supervised learning
- test collection
- retrieval systems
- evaluation metrics
- query dependent
- exploration exploitation dilemma
- data sets
- reinforcement learning
- ranking models