On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation

Wei Zhang, Ziming Huang, Yada Zhu +3

In the recent advances of natural language processing, the scale of the state-of-the-art models and datasets is usually extensive, which challenges the application of sample-based…