Constructing Contrastive samples via Summarization for Text Classification with limited annotations.
Yangkai DuTengfei MaLingfei WuFangli XuXuhong ZhangShouling JiPublished in: CoRR (2021)
Keyphrases
- text classification
- text categorization
- data sets
- feature selection
- bag of words
- machine learning
- text mining
- text classifiers
- naive bayes
- labeled data
- multi label
- training samples
- semantic features
- knn
- n gram
- document summarization
- text documents
- sentiment analysis
- image annotation
- text data
- annotation tool
- automatic summarization
- active learning
- training set
- keywords
- training data
- neural network