Less is More: Attention Supervision with Counterfactuals for Text Classification.
Seungtaek ChoiHaeju ParkJinyoung YeoSeung-won HwangPublished in: EMNLP (1) (2020)
Keyphrases
- text classification
- text categorization
- text mining
- text data
- sentiment analysis
- bag of words
- text classifiers
- feature selection
- n gram
- naive bayes
- text documents
- labeled data
- visual attention
- machine learning
- document classification
- active learning
- semantic features
- learning algorithm
- focus of attention
- multi label
- knn
- language modeling
- data sources
- data analysis
- decision trees
- neural network
- databases