Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning.
Jason WeiChengyu HuangSoroush VosoughiYu ChengShiqi XuPublished in: CoRR (2021)
Keyphrases
- text classification
- data processing
- data sets
- prior knowledge
- database
- learning algorithm
- data sources
- data collection
- network structure
- active learning
- training data
- data cleaning
- information retrieval
- data analysis
- data points
- learning tasks
- data mining
- background knowledge
- elementary school
- data quality
- secondary school
- labeled and unlabeled data
- high dimensional data
- labeled data
- visual features
- online learning
- data mining techniques
- supervised learning
- learning process
- bayesian networks
- multimedia
- social networks