Exploring NMT Explainability for Translators Using NMT Visualising Tools
Résumé
This paper describes work in progress on Visualisation tools to foster collaborations between translators and computational scientists. We aim to describe how visualisation features can be used to explain translation and NMT outputs. We tested several visualisation functionalities with three NMT models based on Chinese-English, Spanish-English and French-English language pairs. We created three demos containing different visualisation tools and analysed them within the framework of performance-explainability, focusing on the translator’s perspective.
Domaines
Informatique [cs]| Origine | Fichiers éditeurs autorisés sur une archive ouverte |
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