TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.
Rama Kumar PasumarthiXuanhui WangCheng LiSebastian BruchMichael BenderskyMarc NajorkJan PfeiferNadav GolbandiRohan AnilStephan WolfPublished in: CoRR (2018)
Keyphrases
- learning to rank
- ranking functions
- ranking svm
- loss function
- information retrieval
- learning to rank algorithms
- evaluation measures
- document retrieval
- query dependent
- co occurrence
- direct optimization
- ranking list
- ranking models
- retrieval systems
- user feedback
- tf idf
- collaborative filtering
- supervised learning
- evaluation metrics
- web search
- pairwise
- ranking algorithm
- relevance judgments
- web search engines