Anton Dvorkovich


2023

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Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet
Tom Kocmi | Eleftherios Avramidis | Rachel Bawden | Ondřej Bojar | Anton Dvorkovich | Christian Federmann | Mark Fishel | Markus Freitag | Thamme Gowda | Roman Grundkiewicz | Barry Haddow | Philipp Koehn | Benjamin Marie | Christof Monz | Makoto Morishita | Kenton Murray | Makoto Nagata | Toshiaki Nakazawa | Martin Popel | Maja Popović | Mariya Shmatova
Proceedings of the Eighth Conference on Machine Translation

This paper presents the results of the General Machine Translation Task organised as part of the 2023 Conference on Machine Translation (WMT). In the general MT task, participants were asked to build machine translation systems for any of 8 language pairs (corresponding to 14 translation directions), to be evaluated on test sets consisting of up to four different domains. We evaluate system outputs with professional human annotators using a combination of source-based Direct Assessment and scalar quality metric (DA+SQM).

2022

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Findings of the 2022 Conference on Machine Translation (WMT22)
Tom Kocmi | Rachel Bawden | Ondřej Bojar | Anton Dvorkovich | Christian Federmann | Mark Fishel | Thamme Gowda | Yvette Graham | Roman Grundkiewicz | Barry Haddow | Rebecca Knowles | Philipp Koehn | Christof Monz | Makoto Morishita | Masaaki Nagata | Toshiaki Nakazawa | Michal Novák | Martin Popel | Maja Popović
Proceedings of the Seventh Conference on Machine Translation (WMT)

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 were asked to build machine translation systems for any of 11 language pairs, to be evaluated on test sets consisting of four different domains. We evaluate system outputs with human annotators using two different techniques: reference-based direct assessment and (DA) and a combination of DA and scalar quality metric (DA+SQM).

2016

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Yandex School of Data Analysis approach to English-Turkish translation at WMT16 News Translation Task
Anton Dvorkovich | Sergey Gubanov | Irina Galinskaya
Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers