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Mar, 2024
KTbench:一种新颖的无数据泄露知识追踪框架
KTbench: A Novel Data Leakage-Free Framework for Knowledge Tracing
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Yahya Badran, Christine Preisach
TL;DR
通过引入一个通用掩码框架来解决知识追踪模型的两个问题,并提出了一个开源的基准库(KTbench),旨在确保这项工作的可复制性和解决模型在不同序列长度下进行比较的问题。
Abstract
knowledge tracing
(KT) is concerned with predicting students' future performance on learning items in
intelligent tutoring systems
. Learning items are tagged with skill labels called knowledge concepts (KCs). Man
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