Recent Advances in the Foundations and Applications of Unbiased Learning to Rank.
Shashank GuptaPhilipp HagerJin HuangAli VardasbiHarrie OosterhuisPublished in: CoRR (2023)
Keyphrases
- recent advances
- learning to rank
- information retrieval
- ranking functions
- loss function
- researchers and practitioners
- document retrieval
- ranking svm
- evaluation measures
- retrieval systems
- learning to rank algorithms
- query dependent
- machine learning
- test collection
- directly optimize
- direct optimization
- web search
- supervised learning
- image processing
- data sets
- field of pattern recognition
- balancing exploration and exploitation