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Locworld35 Process Innovation Challenge: Intento

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Our approach to placing choice of the Machine Translation vendor right into the localization workflow, as presented at LocWorld35 (Santa Clara, November 2017).

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Locworld35 Process Innovation Challenge: Intento

  1. 1. Making Machine Translation Services Transparent and Convenient LocWorld’35 Intento, Inc. November 2017
  2. 2. What’s the best Cloud MT? EN RU JA DE ES FR PTIT TR FA ZH PO ?
  3. 3. What’s the best Cloud MT? EN RU JA DE ES FR PTIT TR FA ZH PO ? • depends on the LANGUAGE PAIR • depends on the DOMAIN • changes ~MONTHLY More here: bit.ly/mt_nov2017
  4. 4. Price-Quality Options en ru ja de es fr pt it zh cs tr fi ro en 4 6 3 2 7 1 2 6 2 4 5 2 ru 2 3 3 4 4 ja 1 4 de 8 2 es 7 4 fr 6 1 8 pt 4 it 6 2 zh 6 4 cs 2 tr 2 fi 1 ro 4 70 % 60 % 50 % 40 % 30 % Maximal Achieved hLEPOR score: No. of top-performing MT Providers Minimal price for this quality, per 1M char: $$$ ≥$20 $$ $10-15 $ <$10 $$ $ $ $$ $$ $ $ $$$ $$$ $ $$$ $ $ $$$ $$ $$ $ $$$ $ $ $$ $ $ $$ $ $$ $$ $ $$ $ $$$ $ $$ $ More here: bit.ly/mt_nov2017
  5. 5. Choice of the MT Engine in the Localization Process CTO Lawyer Engineer Data scientist Roadmaps Google added more NMT, Yandex changed the algo, also DeepL launched, let’s check it out! (2 months later) …
  6. 6. Choice of the MT Engine in the Localization Process CTO Lawyer Engineer Data scientist Roadmaps Google added more NMT, Yandex changed the algo, also DeepL launched, let’s check it out! (2 months later) … Should be right here
  7. 7. powered by Intento Case #1: eCommerce Platform Catalog Updates User Reviews Continuous Delivery Process: • 3 types of content • 79 languages • 500 language pairs 4 MT Services Monthly updated MT Engine Performance Tables
  8. 8. powered by Intento Changes, updates and new services available instantly Case #2: Smartcat Translator + Translation project PEMT Workflow 10 MT Services Dynamic MT Evaluation top-N candidate translations PEMT text reference text or post-edited effort recommended engine MT Gateway Machine Translation
  9. 9. Intento https://inten.to Konstantin Savenkov CEO Intento, Inc. <ks@inten.to>

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