Mengmeng Niu

TICO-19: the Translation Initiative for COvid-19

2020

Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Franscisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia …

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, …

Multi-source domain adaptation method based on domain similarity for tool wear states identification

2026 · Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture

Single source domain transfer learning has been used in the field of tool wear states monitoring. However, this method ignores the case of transfer learning from multiple source domains and it is unreasonable to transfer …