BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers.
Enja KokaljBlaz SkrljNada LavracSenja PollakMarko Robnik-SikonjaPublished in: EACL (Hackashop) (2021)
Keyphrases
- training data
- decision trees
- classification systems
- support vector
- training set
- test set
- game theory
- svm classifier
- supervised classification
- fuzzy logic
- multiple classifiers
- class labels
- weighted voting
- power transformers
- stable marriage
- axiomatic characterization
- classifier combination
- neural network
- generating explanations
- linear classifiers
- roc curve
- machine learning methods
- classification algorithm
- fault diagnosis
- machine learning algorithms
- training examples
- training samples
- object detection