Mitigating Data Imbalance in Automated Speaking Assessment

Fong-Chun Tsai, Kuan-Tang Huang, Bi-Cheng Yan +2

Automated Speaking Assessment (ASA) plays a crucial role in evaluating second-language (L2) learners proficiency. However, ASA models often suffer from class imbalance, leading to…