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TAUS OPEN SOURCE MACHINE TRANSLATION SHOWCASE


Moses inside Symantec
14:00-14:20
Monday 4 June


Fred Hollowood
Symantec
Moses inside Symantec


Fred Hollowood
Research Director
Why look at Moses?




MosesCore Workshop June 4th 2012   3
Broad Domain




MosesCore June 4th 2012   4
Forum Translation (User Generated Content)




MosesCore June 4th 2012                      5
Automatic Scores
French Engines            BLEU    GTM           Meteor      TER
CSMT                      0.40    0.45         0.21         0.56
MS2                       0.39    0.46         0.21         0.54
CSYS6                     0.35    0.42         0.17         0.61
VICTOR                    0.37    0.43         0.19         0.58

German Engines             BLEU   GTM           Meteor      TER
CSMT                      0.32    0.39         0.28         0.60
MS2                       0.34    0.44         0.32         0.57
CSYS6                     0.31    0.41         0.27         0.63
VICTOR                    0.30    0.39         0.24         0.65

                                         http://symeval.sourceforge.net
MosesCore June 4th 2012                                               6
Comprehensibility Scores – Human Evaluation



                 100%
                  90%
                  80%
                                                                5
                  70%
                                                                4
                  60%
                  50%                                           3
                  40%                                           2
                  30%                                           1
                  20%
                  10%
                   0%
                          Victor 1   Systran6   MS Translator


MosesCore June 4th 2012                                             7
Comprehensibility Scores – Human Evaluation



                    100%
                     90%                                        5
                     80%
                     70%                                        4
                     60%
                     50%                                        3
                     40%
                                                                2
                     30%
                     20%                                        1
                     10%
                      0%
                           Victor1   Systran6   MS Translator

MosesCore June 4th 2012                                             8
Human Evaluation
      en-de               Mono. Comp. Bil. Comp. Bil. Fid. Bil. Combined
    Human                     4.63        4.68      0.98       5.67
   CSMT (3)                   2.37        2.32      0.39       2.71
    MS2 (1)                   2.60        2.63      0.55       3.18
   CSYS6 (2)                  2.45        2.50      0.47       2.97
  VICTOR (4)                  2.21        2.21      0.31       2.52
     en-fr
    Human                     4.43         4.37    0.97        5.34
     CSMT                     2.35         2.44    0.43        2.87
      MS2                    2.45*        2.48^    0.45        2.93`
     CSYS6                    2.36         2.40    0.44        2.85
    VICTOR                    2.37         2.38    0.38^       2.75`
MosesCore June 4th 2012                                                9
Perceptions from Technical Support




MosesCore June 4th 2012              10
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.



                                                                Starting Date: January 2012
                                                                    Duration: 36 months




MosesCore June 4th 2012                                                                       11
Thank you!
    Fred Hollowood
    fhollowood@symantec.com




    Copyright © 2011 Symantec Corporation. All rights reserved. Symantec and the Symantec Logo are trademarks or registered trademarks of Symantec Corporation or its affiliates in
    the U.S. and other countries. Other names may be trademarks of their respective owners.

    This document is provided for informational purposes only and is not intended as advertising. All warranties relating to the information in this document, either express or implied,
    are disclaimed to the maximum extent allowed by law. The information in this document is subject to change without notice.


MosesCore June 4th 2012                                                                                                                                                                     12

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TAUS OPEN SOURCE MACHINE TRANSLATION SHOWCASE, Paris, Fred Hollowood, Symantec, 4 June 2012

  • 1. TAUS OPEN SOURCE MACHINE TRANSLATION SHOWCASE Moses inside Symantec 14:00-14:20 Monday 4 June Fred Hollowood Symantec
  • 2. Moses inside Symantec Fred Hollowood Research Director
  • 3. Why look at Moses? MosesCore Workshop June 4th 2012 3
  • 5. Forum Translation (User Generated Content) MosesCore June 4th 2012 5
  • 6. Automatic Scores French Engines BLEU GTM Meteor TER CSMT 0.40 0.45 0.21 0.56 MS2 0.39 0.46 0.21 0.54 CSYS6 0.35 0.42 0.17 0.61 VICTOR 0.37 0.43 0.19 0.58 German Engines BLEU GTM Meteor TER CSMT 0.32 0.39 0.28 0.60 MS2 0.34 0.44 0.32 0.57 CSYS6 0.31 0.41 0.27 0.63 VICTOR 0.30 0.39 0.24 0.65 http://symeval.sourceforge.net MosesCore June 4th 2012 6
  • 7. Comprehensibility Scores – Human Evaluation 100% 90% 80% 5 70% 4 60% 50% 3 40% 2 30% 1 20% 10% 0% Victor 1 Systran6 MS Translator MosesCore June 4th 2012 7
  • 8. Comprehensibility Scores – Human Evaluation 100% 90% 5 80% 70% 4 60% 50% 3 40% 2 30% 20% 1 10% 0% Victor1 Systran6 MS Translator MosesCore June 4th 2012 8
  • 9. Human Evaluation en-de Mono. Comp. Bil. Comp. Bil. Fid. Bil. Combined Human 4.63 4.68 0.98 5.67 CSMT (3) 2.37 2.32 0.39 2.71 MS2 (1) 2.60 2.63 0.55 3.18 CSYS6 (2) 2.45 2.50 0.47 2.97 VICTOR (4) 2.21 2.21 0.31 2.52 en-fr Human 4.43 4.37 0.97 5.34 CSMT 2.35 2.44 0.43 2.87 MS2 2.45* 2.48^ 0.45 2.93` CSYS6 2.36 2.40 0.44 2.85 VICTOR 2.37 2.38 0.38^ 2.75` MosesCore June 4th 2012 9
  • 10. Perceptions from Technical Support MosesCore June 4th 2012 10
  • 11. 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. Starting Date: January 2012 Duration: 36 months MosesCore June 4th 2012 11
  • 12. Thank you! Fred Hollowood fhollowood@symantec.com Copyright © 2011 Symantec Corporation. All rights reserved. Symantec and the Symantec Logo are trademarks or registered trademarks of Symantec Corporation or its affiliates in the U.S. and other countries. Other names may be trademarks of their respective owners. This document is provided for informational purposes only and is not intended as advertising. All warranties relating to the information in this document, either express or implied, are disclaimed to the maximum extent allowed by law. The information in this document is subject to change without notice. MosesCore June 4th 2012 12