@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://preview.aclanthology.org/fix-sig-urls/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."
}