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TAUS USER CONFERENCE 2010
LANGUAGE BUSINESS INNOVATION
4 – 6 OCTOBER / PORTLAND (OR), USA




TUESDAY 5 OCTOBER / 15.15

GETTING STARTED WITH MOSES: AN ADOBE CASE
  STUDY
Jeff Rueppel, Adobe
Getting Into Moses – An Adventure Story


The big unanswered questions:

What can Moses do?

What can we do with Moses?

And..

How much effort and how much time
will it take to get Moses to do what we
want?
Getting Into Moses – An Adventure Story

Human Resources - Machine Resources


Time Line:
1-2 Weeks
Installation/ Technical Fluency


3-4 Weeks
TMX Conversion / Corpus Cleaning


3-4 Weeks
Tools And Process Refinement
3 Phases To The Moses Story


 Phase 1: Tame Your Corpus

 •   Large Corpus Size
 •   24 Million Words
 •   36 Languages
 •   Quantity Vs. Quality
 •   Large File Handling
 •   Cleaning
 •   Tooling
Phase 1: Tame Your Corpus – Moses Corpus Tool

 TMX -> Moses Corpus Tool


 Moses Functionality
 •   Tokenizing
 •   Casing (Lower,Upper)
 •   Cleaning Long Segments


 Adobe Functionality
 •   Placeholder Handling
 •   URL Handling
 •   Number Cleaning
 •   Duplicate Line Cleaning
 •   Clean Weird Aligned Pairs
3 Phases To The Moses Story


 Phase 1: Tame Your Corpus
 Phase 2: Train Your Engines
Phase 2 – Train Your Engines

 Human Resources
 Hardware Resources


 6 Million Words, 4GHz Machine, 4GBs
 2 Hours Training & 12 Hours Tuning




                               =
Phase 3: Deploy Your Engines


   World Server Integration
   Web Service Integration
   Engine Hosting


   Training Server Harness
   Evaluation Harness
3 Phases To The Moses Story


 Phase 1: Tame Your Corpus
 Phase 2: Train Your Engines
 Phase 3: Deploy Your Engines
TAUS USER CONFERENCE 2010, Getting started with Moses: An Adobe case study

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TAUS USER CONFERENCE 2010, Getting started with Moses: An Adobe case study

  • 1. TAUS USER CONFERENCE 2010 LANGUAGE BUSINESS INNOVATION 4 – 6 OCTOBER / PORTLAND (OR), USA TUESDAY 5 OCTOBER / 15.15 GETTING STARTED WITH MOSES: AN ADOBE CASE STUDY Jeff Rueppel, Adobe
  • 2. Getting Into Moses – An Adventure Story The big unanswered questions: What can Moses do? What can we do with Moses? And.. How much effort and how much time will it take to get Moses to do what we want?
  • 3. Getting Into Moses – An Adventure Story Human Resources - Machine Resources Time Line: 1-2 Weeks Installation/ Technical Fluency 3-4 Weeks TMX Conversion / Corpus Cleaning 3-4 Weeks Tools And Process Refinement
  • 4. 3 Phases To The Moses Story Phase 1: Tame Your Corpus • Large Corpus Size • 24 Million Words • 36 Languages • Quantity Vs. Quality • Large File Handling • Cleaning • Tooling
  • 5. Phase 1: Tame Your Corpus – Moses Corpus Tool TMX -> Moses Corpus Tool Moses Functionality • Tokenizing • Casing (Lower,Upper) • Cleaning Long Segments Adobe Functionality • Placeholder Handling • URL Handling • Number Cleaning • Duplicate Line Cleaning • Clean Weird Aligned Pairs
  • 6. 3 Phases To The Moses Story Phase 1: Tame Your Corpus Phase 2: Train Your Engines
  • 7. Phase 2 – Train Your Engines Human Resources Hardware Resources 6 Million Words, 4GHz Machine, 4GBs 2 Hours Training & 12 Hours Tuning =
  • 8. Phase 3: Deploy Your Engines  World Server Integration  Web Service Integration  Engine Hosting  Training Server Harness  Evaluation Harness
  • 9. 3 Phases To The Moses Story Phase 1: Tame Your Corpus Phase 2: Train Your Engines Phase 3: Deploy Your Engines