Papers by Frederic Precioso
Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis (P18-1)
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| Challenge: | Existing approaches to text analysis make no assumptions about linguistic structure and focus on stastically frequent patterns. |
| Approach: | They propose a new strategy to visualize linguistic information detected by a CNN for text classification. |
| Outcome: | The proposed strategy automatically encodes complex linguistic patterns on three different languages for each dataset. |