Search Results for author: Yugeun Shim

Found 2 papers, 1 papers with code

SAINT+: Integrating Temporal Features for EdNet Correctness Prediction

4 code implementations19 Oct 2020 Dongmin Shin, Yugeun Shim, Hangyeol Yu, Seewoo Lee, Byungsoo Kim, Youngduck Choi

We propose SAINT+, a successor of SAINT which is a Transformer based knowledge tracing model that separately processes exercise information and student response information.

Knowledge Tracing

Assessment Modeling: Fundamental Pre-training Tasks for Interactive Educational Systems

no code implementations1 Jan 2020 Youngduck Choi, Youngnam Lee, Junghyun Cho, Jineon Baek, Dongmin Shin, Hangyeol Yu, Yugeun Shim, Seewoo Lee, JongHun Shin, Chan Bae, Byungsoo Kim, Jaewe Heo

However, such methods fail to utilize the full range of student interaction data available and do not model student learning behavior.

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