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Formalizing translation memories

Emmanuel Planas, Osamu Furuse


Abstract
The TELA structure, a set of layered and linked lattices, and the notion of Similarity between TELA structures, based on the Edit Distance, are introduced in order to formalize Translation Memories (TM). We show how this approach leads to a real gain in recall and precision, and allows extending TM towards rudimentary, yet useful Example-Based Machine Translation that we call Shallow Translation.
Anthology ID:
1999.mtsummit-1.48
Volume:
Proceedings of Machine Translation Summit VII
Month:
September 13-17
Year:
1999
Address:
Singapore, Singapore
Venue:
MTSummit
SIG:
Publisher:
Note:
Pages:
331–339
Language:
URL:
https://aclanthology.org/1999.mtsummit-1.48
DOI:
Bibkey:
Cite (ACL):
Emmanuel Planas and Osamu Furuse. 1999. Formalizing translation memories. In Proceedings of Machine Translation Summit VII, pages 331–339, Singapore, Singapore.
Cite (Informal):
Formalizing translation memories (Planas & Furuse, MTSummit 1999)
Copy Citation:
PDF:
https://aclanthology.org/1999.mtsummit-1.48.pdf