Neural Learning to Rank using TensorFlow Ranking: A Hands-on Tutorial.
Rama Kumar PasumarthiSebastian BruchMichael BenderskyXuanhui WangPublished in: ICTIR (2019)
Keyphrases
- learning to rank
- ranking functions
- ranking svm
- information retrieval
- loss function
- evaluation measures
- document retrieval
- learning to rank algorithms
- query dependent
- evaluation metrics
- ranking list
- collaborative filtering
- direct optimization
- user feedback
- ranking algorithm
- retrieval systems
- test collection
- relevance judgments
- ranking models
- retrieval effectiveness
- keyphrase extraction
- web search
- balancing exploration and exploitation