Papers by Jae-Woo Park
Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation (2024.findings-emnlp)
Copied to clipboard
| Challenge: | Recent advancements in educational platforms have emphasized the importance of personalized education. |
| Approach: | They propose a framework that utilizes large language models to represent students at various levels to estimate question difficulty with and without student question-solving records. |
| Outcome: | The proposed framework outperforms baseline models on the DBE-KT22 and ASSISTMents 2005–2006 benchmarks and shows a high correlation with the regressed IRT curve. |