university student dropout; deep learning; natural language processing; natural language inference; pretrained language model1. Introduction According to a report from the U.S. National Center for Education Statistics, the rate of enrollment in higher-education institutions (e.g., universities) ...
learning (ML) algorithms under four different oversampling techniques and various evaluation metrics. Additionally, we explore the influence of self-reported self-regulated learning (SRL) data provided by students and various other prominent features of MOOCs as potential indicators of early stage ...