Noise Correction in Pairwise Document Preferences for Learning to Rank.
Harsh TrivediPrasenjit MajumderPublished in: AIRS (2016)
Keyphrases
- learning to rank
- pairwise
- loss function
- information retrieval
- document retrieval
- retrieval systems
- ranking functions
- keyphrase extraction
- evaluation measures
- ranking list
- information retrieval systems
- test collection
- document collections
- ranking svm
- normalized discounted cumulative gain
- direct optimization
- relevance judgments
- relevant documents
- text documents
- similarity measure
- learning to rank algorithms
- multi class
- user preferences
- balancing exploration and exploitation
- language model
- supervised learning
- search engine
- query dependent
- gaussian processes
- pairwise classification
- semi supervised
- keywords