Mitigating Bias in Automated Grading Systems for ESL Learners: A Contrastive Learning Approach

Kevin Fan, Eric Yun

As Automated Essay Scoring (AES) systems are increasingly used in high-stakes educational settings, concerns regarding algorithmic bias against English as a Second Language (ESL) l…