Zhongtao Liu

Beyond Human-Only: Evaluating Human-Machine Collaboration for Collecting High-Quality Translation Data

2024 · arXiv (Cornell University)

Collecting high-quality translations is crucial for the development and evaluation of machine translation systems. However, traditional human-only approaches are costly and slow. This study presents a comprehensive investigation of 11 approaches for acquiring translation data, …