Papers by Tingting Du
DoTAT: A Domain-oriented Text Annotation Tool (2022.acl-demo)
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| Challenge: | DoTAT is a domain-oriented text annotation tool that can reduce the time for event annotation by 19.7% . the tool supports multi-person collaborative process with automatically merging and review . |
| Approach: | They propose a domain-oriented text annotation tool called DoTAT . it provides multi-person collaborative process with automatic merging and review . |
| Outcome: | The proposed tool can reduce the time for event annotation by 19.7% compared with existing tools. |
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. |