Fairness testing of machine translation systems

• Main Authors: Sun,Zeyu, Chen, Zhenpeng, Zhang, Jie, Hao, Dan
• Other Authors: College of Computing and Data Science
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Fairness testing; Metamorphic testing
• Online Access: https://hdl.handle.net/10356/180446
• Institution: Nanyang Technological University

Machine translation is integral to international communication and extensively employed in diverse human-related applications. Despite remarkable progress, fairness issues persist within current machine translation systems. In this article, we propose FairMT, an automated fairness testing approach t...