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» Evaluating Machine Translations Using mNCD
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ACL
2010
13 years 1 months ago
Evaluating Machine Translations Using mNCD
This paper introduces mNCD, a method for automatic evaluation of machine translations. The measure is based on normalized compression distance (NCD), a general information theoret...
Marcus Dobrinkat, Tero Tapiovaara, Jaakko Väy...
ACL
2001
13 years 5 months ago
A Machine Learning Approach to the Automatic Evaluation of Machine Translation
We present a machine learning approach to evaluating the wellformedness of output of a machine translation system, using classifiers that learn to distinguish human reference tran...
Simon Corston-Oliver, Michael Gamon, Chris Brocket...
AUSAI
2006
Springer
13 years 7 months ago
Unsupervised Measurement of Translation Quality Using Multi-engine, Bi-directional Translation
Abstract. Lay people discussing machine translation systems often perform a round trip translation, that is translating a text into a foreign language and back, to measure the qual...
Menno van Zaanen, Simon Zwarts
IMCSIT
2010
13 years 27 days ago
Matura Evaluation Experiment Based on Human Evaluation of Machine Translation
Abstract--A Web-based system for human evaluation of machine translation is presented in this paper. The system is based on comprehension tests similar to the ones used in Polish m...
Aleksandra Wojak, Filip Gralinski
COLING
2002
13 years 3 months ago
A Comparative Evaluation of Data-driven Models in Translation Selection of Machine Translation
We present a comparative evaluation of two data-driven models used in translation selection of English-Korean machine translation. Latent semantic analysis(LSA) and probabilistic ...
Yuseop Kim, Jeong Ho Chang, Byoung-Tak Zhang