Search Results for author: Damon Mayaffre

Found 2 papers, 0 papers with code

From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture

no code implementations7 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.

General Classification text-classification +1

Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis

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.

General Classification text-classification +1

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