| 2026 | EACL | Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction. | Zhaoyue Sun, Gabriele Pergola, Yulan He |
| 2025 | AAAI | ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language. | Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He |
| 2024 | ACL | DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information. | Artem Bobrov, Domantas Saltenis, Zhaoyue Sun, Gabriele Pergola, Yulan He |
| 2024 | EACL | Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study. | Zhaoyue Sun, Gabriele Pergola, Byron C. Wallace, Yulan He |
| 2024 | EMNLP | Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring. | Jiazheng Li, Hainiu Xu, Zhaoyue Sun, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He |
| 2023 | UAI | CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models. | Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He |
| 2022 | EMNLP | PHEE: A Dataset for Pharmacovigilance Event Extraction from Text. | Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He |
| 2019 | IJCAI | GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos. | Zhaoyue Sun, Jiaze Chen, Hao Zhou, Deyu Zhou, Lei Li, Mingmin Jiang |