no code implementations • 7 Apr 2020 • Laurent Vanni, Marco Corneli, Damon Mayaffre, Frédéric Precioso
A lot of effort is currently made to provide methods to analyze and understand deep neural network impressive performances for tasks such as image or text classification.
no code implementations • ACL 2018 • Laurent Vanni, Melanie Ducoffe, Carlos Aguilar, Frederic Precioso, Damon Mayaffre
In this paper, we propose a new strategy, called Text Deconvolution Saliency (TDS), to visualize linguistic information detected by a CNN for text classification.