Papers by Meiqing Huo
ConQuer: A Framework for Concept-Based Quiz Generation (2025.naacl-srw)
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| Challenge: | Existing concepts-based quiz generation frameworks that leverage external knowledge sources are challenging and labor intensive. |
| Approach: | They propose a concept-based quiz generation framework that leverages external knowledge sources to assess the quality of the generated quizzes, using LLMs as judges. |
| Outcome: | The proposed framework shows a 4.8% improvement in evaluation scores and a 77.52% win rate in pairwise comparisons against baseline quiz sets. |