Adaptive Language and Translation Models for Interactive Machine Translation

Download	View accepted manuscript: Adaptive Language and Translation Models for Interactive Machine Translation (PDF, 256 KiB)
Author	Search for: Nepveu, L.; Search for: Langlais, P.; Search for: Lapalme, G.; Search for: Foster, George
Format	Text, Article
Conference	2004 Conference on Empirical Methods in Natural Language Processing (EMNLP 04), July 25-26, 2004, Barcelona, Spain
Abstract	We describe experiments carried out with adaptive language and translation models in the context of an interactive computer-assisted translation program. We developed cache-based language models which were then extended to the bilingual case for a cachebased translation model. We present the improvements we obtained in two contexts: in a theoretical setting, we achieved a drop in perplexity for the new models and, in a more practical situation simulating a user working with the system, we showed that fewer keystrokes would be needed to enter a translation.
Date published	2004
In	2004 Conference on Empirical Methods in Natural Language Processing (EMNLP 04) [Proceedings].
Language	English
NRC number	NRCC 48083
NPARC number	5764887
Export citation	Export as RIS
Report a correction	Report a correction (opens in a new tab)
Record identifier	5e268f8f-1983-4d29-8a92-74ec8f519922
Record created	2009-03-29
Record modified	2021-01-05

Page details