BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search.
Yunjiang JiangYue ShangZiyang LiuHongwei ShenYun XiaoWei XiongSulong XuWeipeng YanDi JinPublished in: CoRR (2020)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- co training
- supervised learning
- semi supervised classification
- active learning
- training data
- text classification
- data points
- labeled and unlabeled data
- labeled training data
- learning algorithm
- domain adaptation
- transfer learning
- class labels
- small set of labeled
- number of labeled examples
- training set
- text categorization
- positive examples
- prior knowledge
- semisupervised learning
- machine learning
- text mining
- small number
- labeled examples
- data analysis
- learning environment
- supervised learning algorithms
- unlabeled instances
- data mining