Shuyan Huang

DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments

2022 · arXiv (Cornell University)

Online dialogic instructions are a set of pedagogical instructions used in real-world online educational contexts to motivate students, help understand learning materials, and build effective study habits. In spite of the popularity and advantages of …

Enhancing Deep Knowledge Tracing with Auxiliary Tasks

2023

Knowledge tracing (KT) is the problem of predicting students’ future performance based on their historical interactions with intelligent tutoring systems. Recent studies have applied multiple types of deep neural networks to solve the KT problem. …