no code implementations • 27 Mar 2024 • Chen Wang, Jin Zhao, Jiaqi Gong
Recent advancements in Large Language Models (LLMs), particularly those built on Transformer architectures, have significantly broadened the scope of natural language processing (NLP) applications, transcending their initial use in chatbot technology.
no code implementations • 27 Oct 2022 • Varun Mandalapu, Lujie Karen Chen, Sushruta Shetty, ZhiYuan Chen, Jiaqi Gong
Firstly, most of the current work is course-centered (i. e. models are built from data for a specific course) rather than student-centered; secondly, a vast majority of the models are correlational rather than causal.
no code implementations • 20 Jan 2021 • Varun Mandalapu, Jiaqi Gong, Lujie Chen
To estimate the student knowledge and further predict their future performance, the interest in utilizing the student interaction data captured by IES to develop learner performance models is increasing rapidly.