MT Model Evaluation.pdf

2022.amta-upg.2.pdf
Preview of MT Model Evaluation
🔗 Source: aclanthology.org
📊 Size: 1016 KB
👤 Author: Korotaev_S
⬇️ Downloads: 93

Summary

Human evaluation of machine translation (MT) models is critical, but the common approach has limitations, including arbitrary choices, fatigue bias, and lack of context. A new methodology is proposed, focusing on real-life post-editing of cohesive translated texts from homogeneous source documents, measuring effort required to edit each text, and ranking engines based on this effort, with no categorization, no special requirements for post-editors, and consideration of relative effort only.

Description

Human evaluation of machine translation (MT) models is critical, but the common approach has limitations, including arbitrary choices, fatigue bias, and lack...

Technical Information

  • File Format: PDF
  • File Size: 1016 KB
  • Pages: 12
  • Language: EN
  • Author: Korotaev_S
  • Total Downloads: 93
  • Last Updated: 1 week ago

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This PDF document about MT Model Evaluation provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into MT Model Evaluation.

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