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University of Illinois, Urbana-Champaign
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The Pedagogical Agent Toolkit (PATK) is introduced, an extendable and modular toolkit with AI-based features with the purpose of expanding novice designer agency and opportunity in the creation and customization of PAs.
CSTutorBench is introduced, a benchmark for evaluating language models as CS tutors in VEX VR, a block-based robotics environment, and preliminary findings reveal that models perform well on surface-level criteria such as vocabulary and tone but struggle with deeper pedagogical behaviors.
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