Evaluating embedded machine translation in military field exercises

M. Holland, C. Schlesinger, C. Tate


Abstract
“Embedded” machine translation (MT) refers to an end-to-end computational process of which MT is one of the components. Integrating these components and evaluating the whole has proved to be problematic. As an example of embedded MT, we describe a prototype system called Falcon, which permits paper documents to be scanned and translated into English. MT is thus embedded in the preprocessing of hardcopy pages and subject to its noise. Because Falcon is intended for use by people in the military who are trying to screen foreign documents, and not to understand them in detail, its application makes low demands on translation quality. We report on a series of user trials that speak to the utility of embedded MT in army tasks.
Anthology ID:
2000.amta-studies.2
Volume:
Proceedings of the Fourth Conference of the Association for Machine Translation in the Americas: User Studies
Month:
October 10-14
Year:
2000
Address:
Cuernavaca, Mexico
Venue:
AMTA
SIG:
Publisher:
Springer
Note:
Pages:
239–247
Language:
URL:
https://link.springer.com/chapter/10.1007/3-540-39965-8_27
DOI:
Bibkey:
Cite (ACL):
M. Holland, C. Schlesinger, and C. Tate. 2000. Evaluating embedded machine translation in military field exercises. In Proceedings of the Fourth Conference of the Association for Machine Translation in the Americas: User Studies, pages 239–247, Cuernavaca, Mexico. Springer.
Cite (Informal):
Evaluating embedded machine translation in military field exercises (Holland et al., AMTA 2000)
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PDF:
https://link.springer.com/chapter/10.1007/3-540-39965-8_27