The SPECTRANS System Description for the WMT21 Terminology Task
Nicolas Ballier, Dahn Cho, Bilal Faye, Zong-You Ke, Hanna Martikainen, Mojca Pecman, Guillaume Wisniewski, Jean-Baptiste Yunès, Lichao Zhu, Maria Zimina-Poirot
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Abstract
This paper discusses the WMT 2021 terminology shared task from a “meta” perspective. We present the results of our experiments using the terminology dataset and the OpenNMT (Klein et al., 2017) and JoeyNMT (Kreutzer et al., 2019) toolkits for the language direction English to French. Our experiment 1 compares the predictions of the two toolkits. Experiment 2 uses OpenNMT to fine-tune the model. We report our results for the task with the evaluation script but mostly discuss the linguistic properties of the terminology dataset provided for the task. We provide evidence of the importance of text genres across scores, having replicated the evaluation scripts.- Anthology ID:
- 2021.wmt-1.80
- Volume:
- Proceedings of the Sixth Conference on Machine Translation
- Month:
- November
- Year:
- 2021
- Address:
- Online
- Editors:
- Loic Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussa, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Tom Kocmi, Andre Martins, Makoto Morishita, Christof Monz
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 813–820
- Language:
- URL:
- https://aclanthology.org/2021.wmt-1.80/
- DOI:
- Bibkey:
- Cite (ACL):
- Nicolas Ballier, Dahn Cho, Bilal Faye, Zong-You Ke, Hanna Martikainen, Mojca Pecman, Guillaume Wisniewski, Jean-Baptiste Yunès, Lichao Zhu, and Maria Zimina-Poirot. 2021. The SPECTRANS System Description for the WMT21 Terminology Task. In Proceedings of the Sixth Conference on Machine Translation, pages 813–820, Online. Association for Computational Linguistics.
- Cite (Informal):
- The SPECTRANS System Description for the WMT21 Terminology Task (Ballier et al., WMT 2021)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.wmt-1.80.pdf
Export citation
@inproceedings{ballier-etal-2021-spectrans, title = "The {SPECTRANS} System Description for the {WMT}21 Terminology Task", author = "Ballier, Nicolas and Cho, Dahn and Faye, Bilal and Ke, Zong-You and Martikainen, Hanna and Pecman, Mojca and Wisniewski, Guillaume and Yun{\`e}s, Jean-Baptiste and Zhu, Lichao and Zimina-Poirot, Maria", editor = "Barrault, Loic and Bojar, Ondrej and Bougares, Fethi and Chatterjee, Rajen and Costa-jussa, Marta R. and Federmann, Christian and Fishel, Mark and Fraser, Alexander and Freitag, Markus and Graham, Yvette and Grundkiewicz, Roman and Guzman, Paco and Haddow, Barry and Huck, Matthias and Yepes, Antonio Jimeno and Koehn, Philipp and Kocmi, Tom and Martins, Andre and Morishita, Makoto and Monz, Christof", booktitle = "Proceedings of the Sixth Conference on Machine Translation", month = nov, year = "2021", address = "Online", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2021.wmt-1.80/", pages = "813--820", abstract = "This paper discusses the WMT 2021 terminology shared task from a {\textquotedblleft}meta{\textquotedblright} perspective. We present the results of our experiments using the terminology dataset and the OpenNMT (Klein et al., 2017) and JoeyNMT (Kreutzer et al., 2019) toolkits for the language direction English to French. Our experiment 1 compares the predictions of the two toolkits. Experiment 2 uses OpenNMT to fine-tune the model. We report our results for the task with the evaluation script but mostly discuss the linguistic properties of the terminology dataset provided for the task. We provide evidence of the importance of text genres across scores, having replicated the evaluation scripts." }
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%0 Conference Proceedings %T The SPECTRANS System Description for the WMT21 Terminology Task %A Ballier, Nicolas %A Cho, Dahn %A Faye, Bilal %A Ke, Zong-You %A Martikainen, Hanna %A Pecman, Mojca %A Wisniewski, Guillaume %A Yunès, Jean-Baptiste %A Zhu, Lichao %A Zimina-Poirot, Maria %Y Barrault, Loic %Y Bojar, Ondrej %Y Bougares, Fethi %Y Chatterjee, Rajen %Y Costa-jussa, Marta R. %Y Federmann, Christian %Y Fishel, Mark %Y Fraser, Alexander %Y Freitag, Markus %Y Graham, Yvette %Y Grundkiewicz, Roman %Y Guzman, Paco %Y Haddow, Barry %Y Huck, Matthias %Y Yepes, Antonio Jimeno %Y Koehn, Philipp %Y Kocmi, Tom %Y Martins, Andre %Y Morishita, Makoto %Y Monz, Christof %S Proceedings of the Sixth Conference on Machine Translation %D 2021 %8 November %I Association for Computational Linguistics %C Online %F ballier-etal-2021-spectrans %X This paper discusses the WMT 2021 terminology shared task from a “meta” perspective. We present the results of our experiments using the terminology dataset and the OpenNMT (Klein et al., 2017) and JoeyNMT (Kreutzer et al., 2019) toolkits for the language direction English to French. Our experiment 1 compares the predictions of the two toolkits. Experiment 2 uses OpenNMT to fine-tune the model. We report our results for the task with the evaluation script but mostly discuss the linguistic properties of the terminology dataset provided for the task. We provide evidence of the importance of text genres across scores, having replicated the evaluation scripts. %U https://aclanthology.org/2021.wmt-1.80/ %P 813-820
Markdown (Informal)
[The SPECTRANS System Description for the WMT21 Terminology Task](https://aclanthology.org/2021.wmt-1.80/) (Ballier et al., WMT 2021)
- The SPECTRANS System Description for the WMT21 Terminology Task (Ballier et al., WMT 2021)
ACL
- Nicolas Ballier, Dahn Cho, Bilal Faye, Zong-You Ke, Hanna Martikainen, Mojca Pecman, Guillaume Wisniewski, Jean-Baptiste Yunès, Lichao Zhu, and Maria Zimina-Poirot. 2021. The SPECTRANS System Description for the WMT21 Terminology Task. In Proceedings of the Sixth Conference on Machine Translation, pages 813–820, Online. Association for Computational Linguistics.