Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training.
Dongfang LiBaotian HuQingcai ChenShan HePublished in: CoRR (2023)
Keyphrases
- text classification
- generating explanations
- text classification tasks
- text classifiers
- training corpus
- labeled training data
- bag of words
- text categorization
- machine learning
- text mining
- n gram
- data cleaning
- training examples
- labeled data
- feature selection
- training set
- supervised learning
- data sets
- domain theory
- text data
- document classification
- multi label
- text documents
- training algorithm
- database
- test set
- training samples
- sentiment analysis
- action recognition
- training process
- data analysis
- decision trees
- graph cuts
- data mining