Learning-to-Rank and Relevance Feedback for Literature Appraisal in Empirical Medicine.
Athanasios LagopoulosAntonios AnagnostouAdamantios MinasGrigorios TsoumakasPublished in: CLEF (2018)
Keyphrases
- learning to rank
- relevance feedback
- document retrieval
- information retrieval
- user feedback
- ranking functions
- relevance judgments
- loss function
- evaluation measures
- ranking svm
- information retrieval systems
- evaluation metrics
- image retrieval
- query expansion
- retrieval model
- learning to rank algorithms
- retrieval systems
- data mining
- direct optimization
- test collection
- collaborative filtering
- active learning
- pairwise
- machine learning
- retrieval effectiveness
- relevant documents
- average precision
- query dependent
- directly optimize
- bayesian networks