Papers by Ekaterina Loginova
An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM (D18-2)
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| Challenge: | Existing visualisation methods for deep learning models are limited by their low interpretability and lack a tool for interpreting them. |
| Approach: | They propose a visualisation tool which plots heatmaps of neurons’ firings and allows a user to check the dependency between neurons and manual features. |
| Outcome: | The proposed visualisation tool plots heatmaps of neurons’ firings and allows a user to check the dependency between neurons and manual features. |