Kerem Zaman

MaNtLE: Model-agnostic Natural Language Explainer

2023 · arXiv (Cornell University)

Understanding the internal reasoning behind the predictions of machine learning systems is increasingly vital, given their rising adoption and acceptance. While previous approaches, such as LIME, generate algorithmic explanations by attributing importance to input features …