Yujian Long

Enhancing Educational Content Matching Using Transformer Models and InfoNCE Loss

2024

The task of matching educational content to specific topics within curricula is crucial for enhancing learning outcomes and ensuring that students receive relevant and coherent learning experiences. This research seeks to develop a precise and …

Improving Academic Skills Assessment with NLP and Ensemble Learning

2024

This study addresses the critical challenges of assessing foundational academic skills by leveraging advancements in natural language processing (NLP). Traditional assessment methods often struggle to provide timely and comprehensive feedback on key cognitive and linguistic …