Siwon Kim

Interpretation of NLP models through input marginalization

2020 · arXiv (Cornell University)

To demystify the "black box" property of deep neural networks for natural language processing (NLP), several methods have been proposed to interpret their predictions by measuring the change in prediction probability after erasing each token …