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Latest trends in hybrid machine translation and its applications

Author
Ruiz, M.; Fonollosa, José A. R.
Type of activity
Journal article
Journal
Computer speech and language
Date of publication
2015-07
Volume
32
Number
1
First page
3
Last page
10
DOI
https://doi.org/10.1016/j.csl.2014.11.001 Open in new window
Project funding
Approaches to Machine Translation: Rule-based, Statistical and Hybrid
Integration of Machine Translation Paradigms
Investigación avanzada en tecnologías del habla para aplicación a entornos audiovisuales (SpeechTech4All)
Repository
http://hdl.handle.net/2117/27122 Open in new window
URL
http://www.sciencedirect.com/science/article/pii/S0885230814001077 Open in new window
Abstract
This survey on hybrid machine translation (MT) is motivated by the fact that hybridization techniques have become popular as they attempt to combine the best characteristics of highly advanced pure rule or corpus-based MT approaches. Existing research typically covers either simple or more complex architectures guided by either rule or corpus-based approaches. The goal is to combine the best properties of each type. This survey provides a detailed overview of the modification of the standard rul...
Citation
Fonollosa, José A. R.; Costa-jussà, Marta R. Latest trends in hybrid machine translation and its applications. "Computer speech and language", Juliol 2015, vol. 32, núm. 1, p. 3-10.
Keywords
Applications, Corpus, Hybridization, Machine translation, Rules
Group of research
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications
VEU - Speech Processing Group

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