Enhancing Essay Scoring with Adversarial Weights Perturbation and Metric-specific AttentionPooling. (arXiv:2401.05433v1 [cs.CL])

The objective of this study is to improve automated feedback tools designed for English Language Learners (ELLs) through the utilization of data science techniques encompassing machine learning, natural language processing, and educational data analy...