Robustness Evaluation of Text Classification Models Using Mathematical Optimization and Its Application to Adversarial Training.
Hikaru TomonariMasaaki NishinoAkihiro YamamotoPublished in: AACL/IJCNLP (Findings) (2022)
Keyphrases
- classification models
- decision trees
- feature selection
- training data
- optimization method
- neural network
- database
- optimization algorithm
- learning models
- information retrieval
- decision tree algorithm
- training set
- training process
- feature set
- attribute selection
- pairwise
- supervised methods
- models built
- multi objective
- pattern recognition
- case study
- machine learning
- data sets