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UMONS Submission for WMT18 Multimodal Translation Task
October 15, 2018 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Jean-Benoit Delbrouck, Stรฉphane Dupont
arXiv ID
1810.06233
Category
cs.CL: Computation & Language
Citations
9
Venue
arXiv.org
Last Checked
5 months ago
Abstract
This paper describes the UMONS solution for the Multimodal Machine Translation Task presented at the third conference on machine translation (WMT18). We explore a novel architecture, called deepGRU, based on recent findings in the related task of Neural Image Captioning (NIC). The models presented in the following sections lead to the best METEOR translation score for both constrained (English, image) -> German and (English, image) -> French sub-tasks.
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