Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages
David Ifeoluwa Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Akshita Bhagia, Marta R. Costa-jussà, Jesse Dodge, Fahim Faisal, Christian Federmann, Natalia Fedorova, Francisco Guzmán, Sergey Koshelev, Jean Maillard, Vukosi Marivate, Jonathan Mbuya, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk, Guillaume Wenzek
Correct Metadata for
Abstract
We present the results of the WMT’22 SharedTask on Large-Scale Machine Translation Evaluation for African Languages. The shared taskincluded both a data and a systems track, alongwith additional innovations, such as a focus onAfrican languages and extensive human evaluation of submitted systems. We received 14system submissions from 8 teams, as well as6 data track contributions. We report a largeprogress in the quality of translation for Africanlanguages since the last iteration of this sharedtask: there is an increase of about 7.5 BLEUpoints across 72 language pairs, and the average BLEU scores went from 15.09 to 22.60.- Anthology ID:
- 2022.wmt-1.72
- Volume:
- Proceedings of the Seventh Conference on Machine Translation (WMT)
- Month:
- December
- Year:
- 2022
- Address:
- Abu Dhabi, United Arab Emirates (Hybrid)
- Editors:
- Philipp Koehn, Loïc Barrault, Ondřej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Tom Kocmi, André Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri, Aurélie Névéol, Mariana Neves, Martin Popel, Marco Turchi, Marcos Zampieri
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 773–800
- Language:
- URL:
- https://aclanthology.org/2022.wmt-1.72/
- DOI:
- 10.18653/v1/2022.wmt-1.72
- Bibkey:
- Cite (ACL):
- David Ifeoluwa Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Akshita Bhagia, Marta R. Costa-jussà, Jesse Dodge, Fahim Faisal, Christian Federmann, Natalia Fedorova, Francisco Guzmán, Sergey Koshelev, Jean Maillard, Vukosi Marivate, Jonathan Mbuya, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk, and Guillaume Wenzek. 2022. Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages. In Proceedings of the Seventh Conference on Machine Translation (WMT), pages 773–800, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.
- Cite (Informal):
- Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages (Adelani et al., WMT 2022)
- Copy Citation:
- PDF:
- https://aclanthology.org/2022.wmt-1.72.pdf
Export citation
@inproceedings{adelani-etal-2022-findings,
title = "Findings of the {WMT}{'}22 Shared Task on Large-Scale Machine Translation Evaluation for {A}frican Languages",
author = "Adelani, David Ifeoluwa and
Alam, Md Mahfuz Ibn and
Anastasopoulos, Antonios and
Bhagia, Akshita and
Costa-juss{\`a}, Marta R. and
Dodge, Jesse and
Faisal, Fahim and
Federmann, Christian and
Fedorova, Natalia and
Guzm{\'a}n, Francisco and
Koshelev, Sergey and
Maillard, Jean and
Marivate, Vukosi and
Mbuya, Jonathan and
Mourachko, Alexandre and
Saleem, Safiyyah and
Schwenk, Holger and
Wenzek, Guillaume",
editor = {Koehn, Philipp and
Barrault, Lo{\"i}c and
Bojar, Ond{\v{r}}ej and
Bougares, Fethi and
Chatterjee, Rajen and
Costa-juss{\`a}, 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
Jimeno Yepes, Antonio and
Kocmi, Tom and
Martins, Andr{\'e} and
Morishita, Makoto and
Monz, Christof and
Nagata, Masaaki and
Nakazawa, Toshiaki and
Negri, Matteo and
N{\'e}v{\'e}ol, Aur{\'e}lie and
Neves, Mariana and
Popel, Martin and
Turchi, Marco and
Zampieri, Marcos},
booktitle = "Proceedings of the Seventh Conference on Machine Translation (WMT)",
month = dec,
year = "2022",
address = "Abu Dhabi, United Arab Emirates (Hybrid)",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.wmt-1.72/",
doi = "10.18653/v1/2022.wmt-1.72",
pages = "773--800",
abstract = "We present the results of the WMT{'}22 SharedTask on Large-Scale Machine Translation Evaluation for African Languages. The shared taskincluded both a data and a systems track, alongwith additional innovations, such as a focus onAfrican languages and extensive human evaluation of submitted systems. We received 14system submissions from 8 teams, as well as6 data track contributions. We report a largeprogress in the quality of translation for Africanlanguages since the last iteration of this sharedtask: there is an increase of about 7.5 BLEUpoints across 72 language pairs, and the average BLEU scores went from 15.09 to 22.60."
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%0 Conference Proceedings %T Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages %A Adelani, David Ifeoluwa %A Alam, Md Mahfuz Ibn %A Anastasopoulos, Antonios %A Bhagia, Akshita %A Costa-jussà, Marta R. %A Dodge, Jesse %A Faisal, Fahim %A Federmann, Christian %A Fedorova, Natalia %A Guzmán, Francisco %A Koshelev, Sergey %A Maillard, Jean %A Marivate, Vukosi %A Mbuya, Jonathan %A Mourachko, Alexandre %A Saleem, Safiyyah %A Schwenk, Holger %A Wenzek, Guillaume %Y Koehn, Philipp %Y Barrault, Loïc %Y Bojar, Ondřej %Y Bougares, Fethi %Y Chatterjee, Rajen %Y Costa-jussà, 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 Jimeno Yepes, Antonio %Y Kocmi, Tom %Y Martins, André %Y Morishita, Makoto %Y Monz, Christof %Y Nagata, Masaaki %Y Nakazawa, Toshiaki %Y Negri, Matteo %Y Névéol, Aurélie %Y Neves, Mariana %Y Popel, Martin %Y Turchi, Marco %Y Zampieri, Marcos %S Proceedings of the Seventh Conference on Machine Translation (WMT) %D 2022 %8 December %I Association for Computational Linguistics %C Abu Dhabi, United Arab Emirates (Hybrid) %F adelani-etal-2022-findings %X We present the results of the WMT’22 SharedTask on Large-Scale Machine Translation Evaluation for African Languages. The shared taskincluded both a data and a systems track, alongwith additional innovations, such as a focus onAfrican languages and extensive human evaluation of submitted systems. We received 14system submissions from 8 teams, as well as6 data track contributions. We report a largeprogress in the quality of translation for Africanlanguages since the last iteration of this sharedtask: there is an increase of about 7.5 BLEUpoints across 72 language pairs, and the average BLEU scores went from 15.09 to 22.60. %R 10.18653/v1/2022.wmt-1.72 %U https://aclanthology.org/2022.wmt-1.72/ %U https://doi.org/10.18653/v1/2022.wmt-1.72 %P 773-800
Markdown (Informal)
[Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages](https://aclanthology.org/2022.wmt-1.72/) (Adelani et al., WMT 2022)
- Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages (Adelani et al., WMT 2022)
ACL
- David Ifeoluwa Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Akshita Bhagia, Marta R. Costa-jussà, Jesse Dodge, Fahim Faisal, Christian Federmann, Natalia Fedorova, Francisco Guzmán, Sergey Koshelev, Jean Maillard, Vukosi Marivate, Jonathan Mbuya, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk, and Guillaume Wenzek. 2022. Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages. In Proceedings of the Seventh Conference on Machine Translation (WMT), pages 773–800, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.