@inproceedings{tamchyna-2021-deploying,
title = "Deploying {MT} Quality Estimation on a large scale: Lessons learned and open questions",
author = "Tamchyna, Ale{\v{s}}",
editor = "Campbell, Janice and
Huyck, Ben and
Larocca, Stephen and
Marciano, Jay and
Savenkov, Konstantin and
Yanishevsky, Alex",
booktitle = "Proceedings of Machine Translation Summit XVIII: Users and Providers Track",
month = aug,
year = "2021",
address = "Virtual",
publisher = "Association for Machine Translation in the Americas",
url = "https://aclanthology.org/2021.mtsummit-up.21",
pages = "291--305",
abstract = "This talk will focus on Memsource{'}s experience implementing MT Quality Estimation on a large scale within a translation management system. We will cover the whole development journey: from our early experimentation and the challenges we faced adapting academic models for a real world setting, all the way through to the practical implementation. Since the launch of this feature, we{'}ve accumulated a significant amount of experience and feedback, which has informed our subsequent development. Lastly we will discuss several open questions regarding the future role of quality estimation in translation.",
}
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%0 Conference Proceedings
%T Deploying MT Quality Estimation on a large scale: Lessons learned and open questions
%A Tamchyna, Aleš
%Y Campbell, Janice
%Y Huyck, Ben
%Y Larocca, Stephen
%Y Marciano, Jay
%Y Savenkov, Konstantin
%Y Yanishevsky, Alex
%S Proceedings of Machine Translation Summit XVIII: Users and Providers Track
%D 2021
%8 August
%I Association for Machine Translation in the Americas
%C Virtual
%F tamchyna-2021-deploying
%X This talk will focus on Memsource’s experience implementing MT Quality Estimation on a large scale within a translation management system. We will cover the whole development journey: from our early experimentation and the challenges we faced adapting academic models for a real world setting, all the way through to the practical implementation. Since the launch of this feature, we’ve accumulated a significant amount of experience and feedback, which has informed our subsequent development. Lastly we will discuss several open questions regarding the future role of quality estimation in translation.
%U https://aclanthology.org/2021.mtsummit-up.21
%P 291-305
Markdown (Informal)
[Deploying MT Quality Estimation on a large scale: Lessons learned and open questions](https://aclanthology.org/2021.mtsummit-up.21) (Tamchyna, MTSummit 2021)
ACL