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)
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
- Round 2: TT negotiation (25 mins)
- Paper trail review (PM index numbers don’t correspond to round 1 negotiations):
- Paper trail review (PM index numbers don’t correspond to round 1 negotiations):
- Expert evaluation (10 mins)
- Final discussion (10 mins)