Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models

8809

Knowledge Triples

Source Entity	Relationship	Target Entity
Integrated Directional Gradients Method	addresses	Feature Group Attribution Task
Integrated Directional Gradients Method	analyzes	Text Classifiers Method
Integrated Directional Gradients Method	appliesTo	Neural Networks Method
Integrated Directional Gradients Method	enhances	ML Interpretability Task
Sentiment Analysis Task	uses	Benchmark Datasets Material
Shapley Value Metric	isBasedOn	Cooperative Game Theory OtherEntity
Text Classifiers Method	evaluatedIn	Benchmark Datasets Material