taus open source machine translation showcase, paris, fred hollowood, symantec, 4 june 2012
DESCRIPTION
This presentation is a part of the MosesCore project that encourages the development and usage of open source machine translation tools, notably the Moses statistical MT toolkit. MosesCore is supported by the European Commission Grant Number 288487 under the 7th Framework Programme. For the latest updates, follow us on Twitter - #MosesCoreTRANSCRIPT
TAUS OPEN SOURCE MACHINE TRANSLATION SHOWCASE
Moses inside Symantec14:00-14:20Monday 4 June
Fred HollowoodSymantec
Moses inside Symantec
Fred HollowoodResearch Director
Why look at Moses?
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Broad Domain
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Forum Translation (User Generated Content)
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Automatic Scores
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German Engines BLEU GTM Meteor TER
CSMT 0.32 0.39 0.28 0.60MS2 0.34 0.44 0.32 0.57CSYS6 0.31 0.41 0.27 0.63VICTOR 0.30 0.39 0.24 0.65
French Engines BLEU GTM Meteor TER
CSMT 0.40 0.45 0.21 0.56MS2 0.39 0.46 0.21 0.54CSYS6 0.35 0.42 0.17 0.61VICTOR 0.37 0.43 0.19 0.58
http://symeval.sourceforge.net
Comprehensibility Scores – Human Evaluation
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0%10%20%30%40%50%60%70%80%90%
100%
Victor 1 Systran6 MS Translator
5
4
3
2
1
Comprehensibility Scores – Human Evaluation
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0%10%20%30%40%50%60%70%80%90%
100%
Victor1 Systran6 MS Translator
5
4
3
2
1
Human Evaluation
en-de Mono. Comp. Bil. Comp. Bil. Fid. Bil. Combined
Human 4.63 4.68 0.98 5.67CSMT (3) 2.37 2.32 0.39 2.71MS2 (1) 2.60 2.63 0.55 3.18
CSYS6 (2) 2.45 2.50 0.47 2.97VICTOR (4) 2.21 2.21 0.31 2.52
en-frHuman 4.43 4.37 0.97 5.34CSMT 2.35 2.44 0.43 2.87MS2 2.45* 2.48^ 0.45 2.93`
CSYS6 2.36 2.40 0.44 2.85VICTOR 2.37 2.38 0.38^ 2.75`
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Perceptions from Technical Support
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Automated Community Content Editing PorTal The research leading to these results has received funding from the European Community's Seventh Framework Programme (FP7/2007-2013) under grant agreement n° 288769.
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Starting Date: January 2012 Duration: 36 months
Thank you!
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Fred [email protected]