Findings of the 2022 conference on machine translation (WMT22)

T Kocmi, R Bawden, O Bojar… - Proceedings of the …, 2022 - aclanthology.org
This paper presents the results of the General Machine Translation Task organised as part
of the Conference on Machine Translation (WMT) 2022. In the general MT task, participants …

COMET: A neural framework for MT evaluation

R Rei, C Stewart, AC Farinha, A Lavie - arxiv preprint arxiv:2009.09025, 2020 - arxiv.org
We present COMET, a neural framework for training multilingual machine translation
evaluation models which obtains new state-of-the-art levels of correlation with human …

Findings of the 2019 conference on machine translation (WMT19)

L Barrault, O Bojar, MR Costa-Jussa, C Federmann… - 2019 - zora.uzh.ch
This paper presents the results of the premier shared task organized alongside the
Conference on Machine Translation (WMT) 2019. Participants were asked to build machine …

A call for clarity in reporting BLEU scores

M Post - arxiv preprint arxiv:1804.08771, 2018 - arxiv.org
The field of machine translation faces an under-recognized problem because of
inconsistency in the reporting of scores from its dominant metric. Although people refer to" …

Findings of the 2017 conference on machine translation (wmt17)

O Bojar, R Chatterjee, C Federmann, Y Graham… - 2017 - doras.dcu.ie
This paper presents the results of the WMT17 shared tasks, which included three machine
translation (MT) tasks (news, biomedical, and multimodal), two evaluation tasks (metrics and …

Findings of the 2016 conference on machine translation (wmt16)

O Bojar, R Chatterjee, C Federmann… - First conference on …, 2016 - research.ed.ac.uk
This paper presents the results of the WMT16 shared tasks, which included five machine
translation (MT) tasks (standard news, IT-domain, biomedical, multimodal, pronoun), three …

Findings of the 2021 conference on machine translation (WMT21)

F Akhbardeh, A Arkhangorodsky, M Biesialska… - Proceedings of the sixth …, 2021 - cris.fbk.eu
This paper presents the results of the news translation task, the multilingual low-resource
translation for Indo-European languages, the triangular translation task, and the automatic …

Results of the WMT19 metrics shared task: Segment-level and strong MT systems pose big challenges

Q Ma, JTZ Wei, O Bojar, Y Graham - 2019 - doras.dcu.ie
This paper presents the results of the WMT19 Metrics Shared Task. Participants were asked
to score the outputs of the translations systems competing in the WMT19 News Translation …

[PDF][PDF] Results of the WMT16 metrics shared task

O Bojar, Y Graham, A Kamran… - Proceedings of the First …, 2016 - aclanthology.org
This paper presents the results of the WMT16 Metrics Shared Task. We asked participants of
this task to score the outputs of the MT systems involved in the WMT16 Shared Translation …

The role of non-English-language science in informing national biodiversity assessments

T Amano, V Berdejo-Espinola, M Akasaka… - Nature …, 2023 - nature.com
Consulting the best available evidence is key to successful conservation decision-making.
While much scientific evidence on conservation continues to be published in non-English …