Seth Bernstein
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126
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HCI×1AI×1
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2026
Exploring the Value of Diverse LLM Explanations in Introductory Programming
This paper explores the effectiveness of diverse LLM-generated explanations versus generic explanations in computer science education, finding that diverse explanations led to higher open-ended response accuracy with no difference in perceived cognitive load.
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cs.HCcs.AIEmpiricalRecentJun 27, 2026
Exploring the Value of Diverse LLM Explanations in Introductory Programming
Seth Bernstein, Paul Denny, Juho Leinonen, Kush Patel +3 more
This paper explores the effectiveness of diverse LLM-generated explanations versus generic explanations in computer science education, finding that diverse explanations led to higher open-ended respon…
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