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arxiv_cs_ai · Nov 12, 2026 · paper

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Scalable Conversational Assessment: Chat-Based Exams with a Two-Agent LLM Pipeline

arxiv.orgNov 12, 2026
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In brief

Oral exams are compelling because (1) students can be asked to provide their reasoning for an answer and (2) their interactive nature permits follow-up questions to resolve ambiguous answers. But oral exams scale poorly. In this paper, we present scalable conversational assessmen

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