Balancing Speed and Quality in Online Learning to Rank for Information Retrieval.
Harrie OosterhuisMaarten de RijkePublished in: CoRR (2017)
Keyphrases
- learning to rank
- information retrieval
- balancing exploration and exploitation
- ranking functions
- loss function
- document retrieval
- collaborative filtering
- query dependent
- evaluation measures
- ranking svm
- direct optimization
- test collection
- evaluation metrics
- machine learning
- ranking models
- search engine
- retrieval systems
- information retrieval systems
- text mining
- text retrieval
- relevant documents
- learning to rank algorithms
- information extraction
- bayesian networks