325 citations · 606 across the 12 of their papers we have counts for
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3 papers · 1 filter
cs.LG2024★ 4 cited
Time Series Analysis for Education: Methods, Applications, and Future Directions
Shengzhong Mao, Chaoli Zhang, Yichi Song +4
Recent advancements in the collection and analysis of sequential educational data have brought time series analysis to a pivotal position in educational research, highlighting its…
cs.LG2024★ 20 cited
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data
Yiyuan Yang, Ming Jin, Haomin Wen +9
Diffusion models have been widely used in time series and spatio-temporal data, enhancing generative, inferential, and downstream capabilities. These models are applied across dive…
cs.CL2024★ 37 cited
Large Language Models for Education: A Survey and Outlook
Shen Wang, Tianlong Xu, Hang Li +5
The advent of Large Language Models (LLMs) has brought in a new era of possibilities in the realm of education. This survey paper summarizes the various technologies of LLMs in edu…