The Istella22 Dataset: Bridging Traditional and Neural Learning to Rank Evaluation.
Domenico DatoSean MacAvaneyFranco Maria NardiniRaffaele PeregoNicola TonellottoPublished in: SIGIR (2022)
Keyphrases
- learning to rank
- evaluation measures
- relevance judgments
- evaluation metrics
- ranking functions
- information retrieval
- loss function
- document retrieval
- query dependent
- direct optimization
- collaborative filtering
- ranking svm
- benchmark datasets
- test collection
- supervised learning
- learning to rank algorithms
- directly optimize
- average precision
- machine learning
- ranking list
- similarity measure
- exploration exploitation dilemma
- ranking models
- training data
- digital libraries
- web search engines
- feature set