Aki-Juhani Kyröläinen

Explaining Classes through Stable Word Attributions

Input saliency methods have recently become a popular tool for explaining predictions of deep learning models in NLP. Nevertheless, there has been little work investigating methods for aggregating prediction-level explanations to the class level, nor has a framework for evaluating such class explana…