Improving pairwise learning to rank algorithms for document retrieval.
Faïza DammakHager KammounAbdelmajid Ben HamadouPublished in: SSCI (2017)
Keyphrases
- document retrieval
- learning to rank
- learning to rank algorithms
- pairwise
- ranking functions
- information retrieval
- language model
- loss function
- document collections
- retrieval model
- ranking svm
- document ranking
- text retrieval
- relevance feedback
- query terms
- evaluation measures
- multi class
- pseudo relevance feedback
- machine learning
- passage retrieval
- retrieved documents
- relevant documents
- similarity measure
- test collection
- precision and recall
- semi supervised
- ranking models
- retrieval quality