Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset.
Philipp HagerRomain DeffayetJean-Michel RendersOnno ZoeterMaarten de RijkePublished in: CoRR (2024)
Keyphrases
- learning to rank
- ranking functions
- query dependent
- information retrieval
- loss function
- ranking models
- query suggestion
- evaluation measures
- learning to rank algorithms
- ranking svm
- document retrieval
- search queries
- balancing exploration and exploitation
- evaluation metrics
- cost sensitive
- user queries
- test collection
- benchmark datasets
- information retrieval systems
- multi class
- search engine
- machine learning
- data mining