Papers by Lawrence Angrave
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation (2025.acl-long)
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| Challenge: | Question Generation (QG) tasks are often evaluated using reference-based metrics such as ROUGE and BLEU. |
| Approach: | They propose a QG evaluation framework that leverages Large Language Model for Student Modeling and Simulation to perform test item analysis. |
| Outcome: | The proposed framework improves the QG task and human-simulated student profiles. |