Introduction of Mirai Translate, Inc.

4. © 2015 Mirai Translate, Inc. All rights reserved. Unforeseen Challenges Ahead 4 Translation Speed (1/cost) Quality LSP Solutions IP Publication Reports CAT Speech Translater Google Translate Web Crowd Sourcing Solutions ＳＯＨＯＳＯＨＯ MT+Post Editing Solutions MT Real Time Solutions Unforeseen New Market Frontier 性能向上による新領域

6. © 2015 Mirai Translate, Inc. All rights reserved. 6 Vision To realize a society in which everyone can interact freely across language barriers with the use of machine translation technology, and thereby contribute to invigoration and innovation in businesses. Mirai Translate, Inc.

7. © 2015 Mirai Translate, Inc. All rights reserved. Mirai Translate as Joint Venture 7 Mobile Platform Leader ASR & MT Solution Provider Multilingual Enterprise MT developer NLP and MT technology leader Multilingual SMT technology leader Technology Transfer

8. © 2015 Mirai Translate, Inc. All rights reserved. 8 Our Competence • Multiple Translation Engines from Systran and NICT • MT Training Tools from Systran • NLP Tools Named Entity Extraction, Pre-Ordering,… • NL Data Assets Corpus from Systran and NTT DOCOMO+ JPN Ontology Dictionary • Strong Technical Team Experiences in AWS, Data Mining, MT toward our own original MT systems.

10. © 2015 Mirai Translate, Inc. All rights reserved. Shabette-Concier Voice agent service • Launched Mar. 1, 2012 • Over 40 services in it • Including chatting • 10 million users Shabette Voice = Concier Concierge = How may I help you? 10

11. © 2015 Mirai Translate, Inc. All rights reserved. Touch the Concier.“Tell me how to make a pizza.”View a list of recipes of pizza.You can check a detailed recipe of pizza.“Tell me Italian restaurants nearby.”View a list of Italian restaurants.You can check detailed information of restaurants.11

12. © 2015 Mirai Translate, Inc. All rights reserved.Touch the Concier.Q: “What is the height of Mt. Fuji?”A: “3,766m!”Q: “When is holding schedule of the Tokyo Olympic Games?”A: “It will hold in 2020.” 12

13. © 2015 Mirai Translate, Inc. All rights reserved. Basic Architecture 2010 Logging Fuetrek Voice  Recognition DOCOMO Task  Recognition Logging Voice text text contents Service Providers’ DB contents text Text to speech 13 Fat-Pipe Big-Servers

14. © 2015 Mirai Translate, Inc. All rights reserved. Mirai Architecture 2015 Logging Fuetrek Voice  Recognition Mirai MT Engines Logging Voice text text contents Client Dictionary Corpus DB contents text Text to speech 14

17. © 2015 Mirai Translate, Inc. All rights reserved. Bilingual User Dictionaries SYSnitionTRAN 7 HYBRID ENGINE SYSTRAN Hybrid Architecture 17 Source Transl ation Main Dictionaries Linguistic Rules User Entities Rules-‐Based MT Statistical Post-‐ Edition SBS BS Target Monolingual Corpus Source Adaptation BS Monolingual Source Corpus Bilingual Corpus or Translation Memories Bilingual Translation Models Target Language Models Source Language Models Self-‐training Source Normalization Dictionaries Self-‐Training Self-‐Training SBS Statistical MT Translation Memories Bilingual Terminology Extraction Spell Check Homographs Target Normalization Dictionaries Translation Memories Pre-Filter Formating Normalization Segmentation Entity Recognition Translation Memory User Dictionary Match Post-Processing Formatting Normalization Post-Filter a Commercial SMT Engine

18. © 2015 Mirai Translate, Inc. All rights reserved. NTT Technology for JPN <-> EN 18 He saw a cat a long tail this is Keiko Tanaka . this _va0 Keiko Tanaka is . 田中恵子と申します i used to jog every morning . i _va0 every morning jog to used . 毎朝ジョギングしたものです。 she was wearing a sweater and high heals . she _va0 sweater and high heals _va2 wearing was . セーターを着て、ハイヒールをはいていました。 with sawcatwithlong tailがをHe Post-Positional Particles

19. © 2015 Mirai Translate, Inc. All rights reserved. Commerce Patent Application Finance Corpus is the king, 19 Not only Size(Coverage) but also Fitness. Written Language Corpus Variation Spoken Language Corpus Variation Generic Corpus Travel Public Patents Ideal Corpus Data but it must be decent and well-structured.

20. © 2015 Mirai Translate, Inc. All rights reserved. 20 SYSTRAN Training Server ‒ Main components • Corpus Manager • Mono/bilingual corpus • Txt, html, doc, docx, rtf, xlsx, pptx, pdf, tmx • Virtual ﬁle management (aggregation, split) • Content Management Database (TU : Translation Units) • Training Manager • Baseline Evaluation (Quality metrics: GTM, BLEU, TER) • Hybrid Model Training (SPE : Statistical Post-Edition) • Statistical Model Training (SMT : Statistical Machine Translation) • Dictionary creation (UD) with bilingual terminology extraction • Dictionary validation (UD) against a bilingual corpus (TMX) • Translation Memory creation (TM) with document aligner

21. © 2015 Mirai Translate, Inc. All rights reserved. Training Methodology 21 Collect Data Run Training Evaluate Publish to Pilot/ Production • Collect training data • Deﬁne the domain • Collect bilingual corpus (translation memories, documents and translations) • Collect monolingual corpus (text, content relevant to the domain) • Collect terminology if any (bilingual dictionaries, glossaries) • Run initial training • Evaluate • Perform incremental cycles

23. © 2015 Mirai Translate, Inc. All rights reserved. • Collaboration Tools • Intranet Translation Portal • Web & Mobile Apps • Customer Service Portal • Market Intelligence • Cyber-security • Forensic & eDiscovery Apps • Text Mining & Analytics • Multilingual Web Site • Technical Translation Project • Translation Workflow Integration Help and secure information communication Detect critical information within large scale foreign data Reduce costs and timelines for translation projects Business cases Usages & Applications Customers Translation Agencies & Corporations Defense & Securities & Legal Organizations Corporations & Public Organizations Localization Multilingual Communication Big Data by HPC Our Business Targets • 3 main markets 23

25. © 2015 Mirai Translate, Inc. All rights reserved. 25 It always seems impossible until it s done. - Nelson Mandela As part of the Tomorrow television series produced by CBS for MIT's Centennial in 1961

Introduction of Mirai Translate, Inc.

Du liest eine Vorschau.

Hier ansehen

Introduction of Mirai Translate, Inc.

Weitere Verwandte Inhalte

Andere mochten auch (20)

Ähnlich wie Introduction of Mirai Translate, Inc. (20)

Weitere von Mirai Translate, Inc. (20)

Aktuellste (20)