Papers by Álvaro Peris
Demonstration of a Neural Machine Translation System with Online Learning for Translators (P19-3)
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Miguel Domingo, Mercedes García-Martínez, Amando Estela Pastor, Laurent Bié, Alexander Helle, Álvaro Peris, Francisco Casacuberta, Manuel Herranz Pérez
| Challenge: | a new method of "humanizing" automatic translations has been developed for the translation industry . a demonstration of an online learning system for machine translation in a production environment . |
| Approach: | They present a system which implements online learning for neural machine translation in a production environment. |
| Outcome: | The proposed system saves post-editing effort and adapts to a specific domain or user style. |
A Neural, Interactive-predictive System for Multimodal Sequence to Sequence Tasks (P19-3)
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| Challenge: | a neural interactive-predictive system is used to tackle multimodal sequence to sequence tasks . it generates text predictions to different sequence to sequencing tasks, including machine translation, image and video captioning. |
| Approach: | They present a neural interactive-predictive system for tackling multimodal sequence to sequence tasks. |
| Outcome: | The proposed system reduces human effort during the correction process by providing alternative hypotheses. |