2021
MARTA: Leveraging Human Rationales for Explainable Text Classification
AAAI 2021technical
Explainability is a key requirement for text classification in many application domains ranging from sentiment analysis to medical diagnosis or legal reviews. Existing methods often rely on "attention" mechanisms for explaining classification results by estimating the relative importance of input un…