Bounding Consideration Probabilities in Consider-Then-Choose Ranking Models.
Ben Aoki-SherwoodCatherine BregouDavid Liben-NowellKiran TomlinsonThomas ZengPublished in: AAMAS (2024)
Keyphrases
- ranking models
- learning to rank
- web search
- ranking functions
- benchmark datasets
- loss function
- ranking algorithm
- directly optimize
- information retrieval
- learning to rank algorithms
- clickthrough data
- pairwise classification
- precision and recall
- ranking svm
- web search engines
- document retrieval
- co occurrence
- probabilistic model
- active learning
- evaluation measures
- relevance judgments
- pairwise
- website
- search engine