TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.
Rama Kumar PasumarthiSebastian BruchXuanhui WangCheng LiMichael BenderskyMarc NajorkJan PfeiferNadav GolbandiRohan AnilStephan WolfPublished in: KDD (2019)
Keyphrases
- learning to rank
- ranking functions
- ranking svm
- information retrieval
- loss function
- evaluation measures
- document retrieval
- learning to rank algorithms
- query dependent
- direct optimization
- ranking models
- co occurrence
- supervised learning
- test collection
- collaborative filtering
- ranking list
- web search
- ranking algorithm
- tf idf
- user feedback
- retrieval systems
- language model
- ordinal regression
- recommender systems
- multimedia
- directly optimize
- feature selection
- search engine