Ensemble Distillation for BERT-Based Ranking Models.
Honglei ZhuangZhen QinShuguang HanXuanhui WangMichael BenderskyMarc NajorkPublished in: ICTIR (2021)
Keyphrases
- ranking models
- learning to rank
- web search
- ranking functions
- ensemble methods
- benchmark datasets
- loss function
- ranking algorithm
- directly optimize
- information retrieval
- machine learning methods
- learning to rank algorithms
- pairwise classification
- training data
- feature selection
- web queries
- learning algorithm
- training set
- reinforcement learning
- feature extraction
- website
- evaluation measures
- machine learning
- data sets