Learning to Rank Using Markov Random Fields.
Antonino FrenoTiziano PapiniMichelangelo DiligentiPublished in: ICMLA (2) (2011)
Keyphrases
- learning to rank
- ranking functions
- information retrieval
- loss function
- document retrieval
- collaborative filtering
- evaluation measures
- direct optimization
- ranking svm
- test collection
- evaluation metrics
- supervised learning
- relevance judgments
- retrieval systems
- ranking list
- language model
- simulated annealing
- web search
- recommender systems
- learning algorithm
- ranking models
- query dependent
- machine learning