Papers with visualisation tool
TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment (2022.aacl-demo)
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| Challenge: | In this paper, we present an open source system for taxonomy visualisation and automatic taxonomies enrichment without pre-defined candidates. |
| Approach: | They propose an open source system for taxonomy visualisation and automatic taxonomie enrichment without pre-defined candidates on the example of WordNet-3.0. |
| Outcome: | The proposed system can be used for visualisation and inspection of taxonomies without pre-defined candidates on WordNet-3.0. |
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. |
Overlaps and Gender Analysis in the Context of Broadcast Media (2022.lrec-1)
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| Challenge: | Using gender and overlap annotations, we characterise interactions between speakers according to their gender and role in broadcast media. |
| Approach: | They propose to characterise interactions between speakers according to their gender and role in broadcast media by using a small dataset of 93 recordings from LCP French channel. |
| Outcome: | The proposed method could improve the efficiency of qualitative studies conducted in human sciences. |