5 citations · 5 across the 4 of their papers we have counts for
4 papers
Screening Gender Transfer in Neural Machine Translation
Guillaume Wisniewski, Lichao Zhu, Nicolas Ballier +1
This paper aims at identifying the information flow in state-of-the-art machine translation systems, taking as example the transfer of gender when translating from French into Engl…
Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models
José Carlos Rosales Núñez, Guillaume Wisniewski, Djamé Seddah
This work explores the capacities of character-based Neural Machine Translation to translate noisy User-Generated Content (UGC) with a strong focus on exploring the limits of such…
Understanding the Impact of UGC Specificities on Translation Quality
José Carlos Rosales Núñez, Djamé Seddah, Guillaume Wisniewski
This work takes a critical look at the evaluation of user-generated content automatic translation, the well-known specificities of which raise many challenges for MT. Our analyses…
Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement
Bingzhi Li, Guillaume Wisniewski, Benoit Crabbé
Many recent works have demonstrated that unsupervised sentence representations of neural networks encode syntactic information by observing that neural language models are able to…