Consistent Position Bias Estimation without Online Interventions for Learning-to-Rank.
Aman AgarwalIvan ZaitsevThorsten JoachimsPublished in: CoRR (2018)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- ranking functions
- information retrieval
- loss function
- document retrieval
- evaluation measures
- collaborative filtering
- direct optimization
- test collection
- ranking svm
- retrieval systems
- learning to rank algorithms
- evaluation metrics
- query dependent
- exploration exploitation dilemma
- ranking models
- document collections
- information extraction
- bayesian networks