@inproceedings{caglayan-etal-2018-lium,
title = "{LIUM}-{CVC} Submissions for {WMT}18 Multimodal Translation Task",
author = {Caglayan, Ozan and
Bardet, Adrien and
Bougares, Fethi and
Barrault, Lo{\"\i}c and
Wang, Kai and
Masana, Marc and
Herranz, Luis and
van de Weijer, Joost},
booktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers",
month = oct,
year = "2018",
address = "Belgium, Brussels",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W18-6438",
doi = "10.18653/v1/W18-6438",
pages = "597--602",
abstract = "This paper describes the multimodal Neural Machine Translation systems developed by LIUM and CVC for WMT18 Shared Task on Multimodal Translation. This year we propose several modifications to our previous multimodal attention architecture in order to better integrate convolutional features and refine them using encoder-side information. Our final constrained submissions ranked first for English→French and second for English→German language pairs among the constrained submissions according to the automatic evaluation metric METEOR.",
}
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<abstract>This paper describes the multimodal Neural Machine Translation systems developed by LIUM and CVC for WMT18 Shared Task on Multimodal Translation. This year we propose several modifications to our previous multimodal attention architecture in order to better integrate convolutional features and refine them using encoder-side information. Our final constrained submissions ranked first for English→French and second for English→German language pairs among the constrained submissions according to the automatic evaluation metric METEOR.</abstract>
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%0 Conference Proceedings
%T LIUM-CVC Submissions for WMT18 Multimodal Translation Task
%A Caglayan, Ozan
%A Bardet, Adrien
%A Bougares, Fethi
%A Barrault, Loïc
%A Wang, Kai
%A Masana, Marc
%A Herranz, Luis
%A van de Weijer, Joost
%S Proceedings of the Third Conference on Machine Translation: Shared Task Papers
%D 2018
%8 oct
%I Association for Computational Linguistics
%C Belgium, Brussels
%F caglayan-etal-2018-lium
%X This paper describes the multimodal Neural Machine Translation systems developed by LIUM and CVC for WMT18 Shared Task on Multimodal Translation. This year we propose several modifications to our previous multimodal attention architecture in order to better integrate convolutional features and refine them using encoder-side information. Our final constrained submissions ranked first for English→French and second for English→German language pairs among the constrained submissions according to the automatic evaluation metric METEOR.
%R 10.18653/v1/W18-6438
%U https://aclanthology.org/W18-6438
%U https://doi.org/10.18653/v1/W18-6438
%P 597-602
Markdown (Informal)
[LIUM-CVC Submissions for WMT18 Multimodal Translation Task](https://aclanthology.org/W18-6438) (Caglayan et al., 2018)
ACL
- Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, and Joost van de Weijer. 2018. LIUM-CVC Submissions for WMT18 Multimodal Translation Task. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 597–602, Belgium, Brussels. Association for Computational Linguistics.