Program for MT Summit 2025 Tutorial

Understanding Large Language Model-Generated Translations:
How Can They Adapt to Different Translation Specifications and Pass the Translation Turing Test?

Monday, 23 June (9 am – 12.30 pm)

9:00 Session 1: The Translation Turing Test (45 mins) 

  • Language industry practice and rational of the TTT (including the original Turing Test)
  • Importance of Project Management
    • Translation standards ASTM F2575, ISO 116900 (2mins)
  • MQM Intro-TQE
  • The Translation Turing test
  • 3 parts of the TTT:
    • ST negotiation client with PM (specification)
    • TT evaluation (TT quality assessment)
    • TT negotiation client with PM (complaint)
  • Experimental setup

9:45 Session 2: Requester-Provider Negotiations (45 mins) 

  • Project Managers (PMs) present themselves (10 mins)
  • Round 1: ST negotiation (30 mins)
  • Partial TTT (5 mins)

10:30 Break 30 mins

11:00 Session 3 Translation Quality Evaluation (45 mins) 

  • General introduction to quality evaluation and how it relates to the TTT (5 mins)
  • Evaluation of French translations (20 mins)
  • TPR-DB+Syntactic Complexity (15 mins)
  • Formulating translation complaints (5 mins)

11:45 Session 4 TT negotiation  

  • Expert evaluation (10 mins)
  • Final discussion (10 mins)

12:30 End