Algorithmic grading in class: What a study shows about extra student workload and privacy

As universities increasingly adopt digital tools and automated analytics systems, attention often centers on these tools' ...
IEEE

Annotation Guideline-Based Knowledge Augmentation: Toward Enhancing Large Language Models for Educational Text Classification

Abstract: Automated classification of learner-generated text to identify behavior, emotion, and cognition indicators, collectively known as learning engagement classification (LEC), has received ...
IEEE

Multi - Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer

Abstract: This paper studies a text classification algorithm based on an improved Transformer to improve the performance and efficiency of the model in text classification tasks. Aiming at the ...