Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing

14 Feb 2020Youngduck ChoiYoungnam LeeJunghyun ChoJineon BaekByungsoo KimYeongmin ChaDongmin ShinChan BaeJaewe Heo

Knowledge tracing, the act of modeling a student's knowledge through learning activities, is an extensively studied problem in the field of computer-aided education. Although models with attention mechanism have outperformed traditional approaches such as Bayesian knowledge tracing and collaborative filtering, they share two limitations... (read more)

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