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TAUS Open Source Machine Translation Showcase

Moses Tutorial and other
Open Resources

Achim Ruopp
TAUS Labs

17-Oct-2012
TAUS Machine Translation and Moses Tutorial
                        Overview

o Online tutorial
   o Narrated presentations
   o Step-by-step screen casts
o Technical audience
o Learn about statistical MT and its practical
  application on the example of Moses
o Supported by the European Commission Grant
  Number 288487 under the 7th Framework
  Programme
TAUS Machine Translation and Moses Tutorial
Content
                                                Moses-     Presentation/
                                                specific   Demo
Principles of Machine Translation               No         Presentation
Training Data
  Data Types and Sources                        No         Presentation
  Data Conversion and Corpus Preparation        No         Demo
  Data Cleaning and Tokenization                No         Presentation
  Data Cleaning and Tokenization Demo           No         Demo
Training Moses MT Systems
  Moses Introduction                            Yes        Presentation
  Training a Moses MT System                    Yes        Demo
  Bulk Translation and MT System Optimization   Yes        Demo
TAUS Machine Translation and Moses Tutorial
Content
                                                     Moses-     Presentation/
                                                     specific   Demo
Evaluating MT Systems
    Automatic Metrics                                No         Presentation
    Human Evaluation                                 No         Presentation
Integration
    Document Translation and Integration Scenarios   Yes        Presentation
    Document Translation and Web API Demo            Yes        Demo

o   More to come
     o   Demos
     o   In-depth Info
     o   Commercial Vendor Presentations
Moses Tutorial
Moses Tutorial
Moses Tutorial
Moses Tutorial
Resources
o Moses
  o http://www.statmt.org/moses/
  o Mailing List
    http://mailman.mit.edu/mailman/listinfo/moses-support
  o Machine Translation Marathons
  o Moses v0.91 released last Friday
     o Along with pre-trained models for En↔De, En↔Fr, En↔Cs and
       En↔Es
  o Very active development
     o 80 branches on github (many abandoned)
     o Not always aligned with industry needs
Resources
o TAUS
  o TAUS Data: http://www.tausdata.org
  o TAUS Tracker: http://www.taustracker.com/
  o TAUS Labs: http://www.tauslabs.com/open-
    source-mt/about-mt
     o Developing Talent Initiative
     o MosesCore Newsletters
  o Open Source Machine Translation Showcase
Language Industry Open Source Projects
                    “Model 2”
o Moses for Mere Mortals
   o http://code.google.com/p/moses-for-mere-mortals/
   o Dormant
o Moses for Localization
   o   http://code.google.com/p/m4loc/
   o   Document Translation with inline formatting support
   o   Integration via web API
   o   Adobe Moses Tools
o DoMY CE (aka Community Edition)
   o http://www.precisiontranslationtools.com/
   o Installer for Windows, Mac OSX, Linux
   o Workflow for Moses MT system training and translation

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TAUS OPEN SOURCE MACHINE TRANSLATION SHOWCASE, Seattle, Moses Tutorial and Other Open Resources, Achim Ruopp, TAUS Labs, 17 October 2012

  • 1. TAUS Open Source Machine Translation Showcase Moses Tutorial and other Open Resources Achim Ruopp TAUS Labs 17-Oct-2012
  • 2. TAUS Machine Translation and Moses Tutorial Overview o Online tutorial o Narrated presentations o Step-by-step screen casts o Technical audience o Learn about statistical MT and its practical application on the example of Moses o Supported by the European Commission Grant Number 288487 under the 7th Framework Programme
  • 3. TAUS Machine Translation and Moses Tutorial Content Moses- Presentation/ specific Demo Principles of Machine Translation No Presentation Training Data Data Types and Sources No Presentation Data Conversion and Corpus Preparation No Demo Data Cleaning and Tokenization No Presentation Data Cleaning and Tokenization Demo No Demo Training Moses MT Systems Moses Introduction Yes Presentation Training a Moses MT System Yes Demo Bulk Translation and MT System Optimization Yes Demo
  • 4. TAUS Machine Translation and Moses Tutorial Content Moses- Presentation/ specific Demo Evaluating MT Systems Automatic Metrics No Presentation Human Evaluation No Presentation Integration Document Translation and Integration Scenarios Yes Presentation Document Translation and Web API Demo Yes Demo o More to come o Demos o In-depth Info o Commercial Vendor Presentations
  • 9. Resources o Moses o http://www.statmt.org/moses/ o Mailing List http://mailman.mit.edu/mailman/listinfo/moses-support o Machine Translation Marathons o Moses v0.91 released last Friday o Along with pre-trained models for En↔De, En↔Fr, En↔Cs and En↔Es o Very active development o 80 branches on github (many abandoned) o Not always aligned with industry needs
  • 10. Resources o TAUS o TAUS Data: http://www.tausdata.org o TAUS Tracker: http://www.taustracker.com/ o TAUS Labs: http://www.tauslabs.com/open- source-mt/about-mt o Developing Talent Initiative o MosesCore Newsletters o Open Source Machine Translation Showcase
  • 11. Language Industry Open Source Projects “Model 2” o Moses for Mere Mortals o http://code.google.com/p/moses-for-mere-mortals/ o Dormant o Moses for Localization o http://code.google.com/p/m4loc/ o Document Translation with inline formatting support o Integration via web API o Adobe Moses Tools o DoMY CE (aka Community Edition) o http://www.precisiontranslationtools.com/ o Installer for Windows, Mac OSX, Linux o Workflow for Moses MT system training and translation

Editor's Notes

  1. Audience detail:Localization engineers at language service providersSoftware engineers at translation buyersSoftware developers new to machine translationStudents of machine translation
  2. Taus search, tracker extended search
  3. Taus search, tracker extended search
  4. Taus search, tracker extended search
  5. Taus search, tracker extended search
  6. Examples for active development: domain adaptation workshop, technical improvements for research publicationsNot aligned: machine translation trust scoresIndustry involvement needed to translate improvments, fill in industry needsMeans: commercial vendors, open source projects, developing talent initiativeTAUS Tracker: Machine Translation and *Other Language Technologies*
  7. TAUS Tracker: Machine Translation and *Other Language Technologies*
  8. Audience detail:Localization engineers at language service providersSoftware engineers at translation buyersSoftware developers new to machine translationStudents of machine translation