Chulaka Gunasekara

Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks

2021 · arXiv (Cornell University)

Explaining neural network models is important for increasing their trustworthiness in real-world applications. Most existing methods generate post-hoc explanations for neural network models by identifying individual feature attributions or detecting interactions between adjacent features. However, …