@inproceedings{rios-etal-2018-word,
title = "The Word Sense Disambiguation Test Suite at {WMT}18",
author = {Rios, Annette and
M{\"u}ller, Mathias and
Sennrich, Rico},
editor = "Bojar, Ond{\v{r}}ej and
Chatterjee, Rajen and
Federmann, Christian and
Fishel, Mark and
Graham, Yvette and
Haddow, Barry and
Huck, Matthias and
Yepes, Antonio Jimeno and
Koehn, Philipp and
Monz, Christof and
Negri, Matteo and
N{\'e}v{\'e}ol, Aur{\'e}lie and
Neves, Mariana and
Post, Matt and
Specia, Lucia and
Turchi, Marco and
Verspoor, Karin",
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/W18-6437",
doi = "10.18653/v1/W18-6437",
pages = "588--596",
abstract = "We present a task to measure an MT system{'}s capability to translate ambiguous words with their correct sense according to the given context. The task is based on the German{--}English Word Sense Disambiguation (WSD) test set ContraWSD (Rios Gonzales et al., 2017), but it has been filtered to reduce noise, and the evaluation has been adapted to assess MT output directly rather than scoring existing translations. We evaluate all German{--}English submissions to the WMT{'}18 shared translation task, plus a number of submissions from previous years, and find that performance on the task has markedly improved compared to the 2016 WMT submissions (81{\%}→93{\%} accuracy on the WSD task). We also find that the unsupervised submissions to the task have a low WSD capability, and predominantly translate ambiguous source words with the same sense.",
}
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%0 Conference Proceedings
%T The Word Sense Disambiguation Test Suite at WMT18
%A Rios, Annette
%A Müller, Mathias
%A Sennrich, Rico
%Y Bojar, Ondřej
%Y Chatterjee, Rajen
%Y Federmann, Christian
%Y Fishel, Mark
%Y Graham, Yvette
%Y Haddow, Barry
%Y Huck, Matthias
%Y Yepes, Antonio Jimeno
%Y Koehn, Philipp
%Y Monz, Christof
%Y Negri, Matteo
%Y Névéol, Aurélie
%Y Neves, Mariana
%Y Post, Matt
%Y Specia, Lucia
%Y Turchi, Marco
%Y Verspoor, Karin
%S Proceedings of the Third Conference on Machine Translation: Shared Task Papers
%D 2018
%8 October
%I Association for Computational Linguistics
%C Belgium, Brussels
%F rios-etal-2018-word
%X We present a task to measure an MT system’s capability to translate ambiguous words with their correct sense according to the given context. The task is based on the German–English Word Sense Disambiguation (WSD) test set ContraWSD (Rios Gonzales et al., 2017), but it has been filtered to reduce noise, and the evaluation has been adapted to assess MT output directly rather than scoring existing translations. We evaluate all German–English submissions to the WMT’18 shared translation task, plus a number of submissions from previous years, and find that performance on the task has markedly improved compared to the 2016 WMT submissions (81%→93% accuracy on the WSD task). We also find that the unsupervised submissions to the task have a low WSD capability, and predominantly translate ambiguous source words with the same sense.
%R 10.18653/v1/W18-6437
%U https://aclanthology.org/W18-6437
%U https://doi.org/10.18653/v1/W18-6437
%P 588-596
Markdown (Informal)
[The Word Sense Disambiguation Test Suite at WMT18](https://aclanthology.org/W18-6437) (Rios et al., WMT 2018)
ACL
- Annette Rios, Mathias Müller, and Rico Sennrich. 2018. The Word Sense Disambiguation Test Suite at WMT18. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 588–596, Belgium, Brussels. Association for Computational Linguistics.