A gentle introduction to MT: theory and current practice

Eduard Hovy


Abstract
This tutorial provides a nontechnical introduction to machine translation. It reviews the whole scope of MT, outlining briefly its history and the major application areas today, and describing the various kinds of MT techniques that have been invented—from direct replacement through transfer to the holy grail of interlinguas. It briefly outlines the newest statistics-based techniques and provides an introduction to the difficult questions of MT evaluation. Topics include: History and development of MT; Theoretical foundations of MT; Traditional and modern MT techniques; Newest MT research; Thorny questions of evaluating MT systems
Anthology ID:
1997.mtsummit-tutorials.1
Volume:
Proceedings of Machine Translation Summit VI: Tutorials
Month:
October 29 – November 1
Year:
1997
Address:
San Diego, California
Editors:
Virginia Teller, Beth Sundheim
Venue:
MTSummit
SIG:
Publisher:
Note:
Pages:
Language:
URL:
https://aclanthology.org/1997.mtsummit-tutorials.1
DOI:
Bibkey:
Cite (ACL):
Eduard Hovy. 1997. A gentle introduction to MT: theory and current practice. In Proceedings of Machine Translation Summit VI: Tutorials, San Diego, California.
Cite (Informal):
A gentle introduction to MT: theory and current practice (Hovy, MTSummit 1997)
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