Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification.
Linyi YangEoin M. KennyTin Lok James NgYi YangBarry SmythRuihai DongPublished in: COLING (2020)
Keyphrases
- text classification
- text categorization
- bag of words
- machine learning
- text data
- text mining
- naive bayes
- text documents
- feature selection
- labeled data
- document classification
- decision making
- knn
- sentiment analysis
- semantic features
- multi label
- n gram
- data cleaning
- databases
- text classifiers
- causal reasoning
- text classification tasks
- risk management
- support vector machine
- artificial intelligence
- neural network