| 2025 | ACL | Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment. | Hannan Cao, Hai Ye, Hwee Tou Ng |
| 2025 | ACL | Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization. | Yao Xiao, Hai Ye, Linyao Chen, Hwee Tou Ng, Lidong Bing, Xiaoli Li, Roy Ka-Wei Lee |
| 2024 | EMNLP | Preference-Guided Reflective Sampling for Aligning Language Models. | Hai Ye, Hwee Tou Ng |
| 2023 | ACL | Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering. | Hai Ye, Qizhe Xie, Hwee Tou Ng |
| 2023 | EMNLP | Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models. | Yixin Ji, Jikai Wang, Juntao Li, Hai Ye, Min Zhang |
| 2023 | EMNLP | Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering. | Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang |
| 2022 | ACL | On the Robustness of Question Rewriting Systems to Questions of Varying Hardness. | Hai Ye, Hwee Tou Ng, Wenjuan Han |
| 2022 | EMNLP | Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study. | Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng |
| 2021 | ACL | On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation. | Ruidan He, Linlin Liu, Hai Ye, Qingyu Tan, Bosheng Ding, Liying Cheng, Jia-Wei Low, Lidong Bing, Luo Si |
| 2020 | EMNLP | Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training. | Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing |
| 2020 | IJCAI | Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model. | Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan |
| 2019 | ACL | Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization. | Hai Ye, Wenjie Li, Lu Wang |
| 2018 | COLING | Interpretable Rationale Augmented Charge Prediction System. | Xin Jiang, Hai Ye, Zhunchen Luo, Wenhan Chao, Wenjia Ma |
| 2018 | EMNLP | Semi-Supervised Learning for Neural Keyphrase Generation. | Hai Ye, Lu Wang |
| 2018 | HCI | A Multidimensional Workload Assessment Method for Power Grid Dispatcher. | Bingbing Song, Zhen Wang, Yanyu Lu, Xiaobi Teng, Xinyi Chen, Yi Zhou, Hai Ye, Shan Fu |
| 2018 | HCI | The Identification of Human Errors in the Power Dispatching Based on the TRACEr Method. | Xiaobi Teng, Yanyu Lu, Zhen Wang, Bingbing Song, Hai Ye, Yi Zhou, Shan Fu |
| 2018 | NAACL | Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions. | Hai Ye, Xin Jiang, Zhunchen Luo, Wenhan Chao |
| 2017 | ACL | Jointly Extracting Relations with Class Ties via Effective Deep Ranking. | Hai Ye, Wenhan Chao, Zhunchen Luo, Zhoujun Li |
| 2017 | PAKDD | Dependency-Tree Based Convolutional Neural Networks for Aspect Term Extraction. | Hai Ye, Zichao Yan, Zhunchen Luo, Wen-Han Chao |