Bio. HI! I am Hai Ye, research assistant at NUS, the former visiting student at ISI@USC and Northeastern University, Boston, and the former research assistant in PolyU, HK. I obtained my bachelor degree from the School of Computer Science and Engineering (SCSE) of Beihang University (BUAA).
Research Interest: Natural language processing and Machine Learning:
Contact: hye.me [at] outlook [dot] com
(* indicates equal contribution)
♟ On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation
Ruidan He*, Linlin Liu*, Hai Ye*, Qingyu Tan, Bosheng Ding, Liying Cheng, David Low, Lidong Bing, Luo Si
In Proceedings of the Association for Computational Linguistic (ACL), 2021, Long paper.
♟ 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
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Long paper.
♟ Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan In Proceedings of International Joint Conferences on Artificial Intelligence (IJCAI), 2020.
♟ Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization Hai Ye, Wenjie Li, Lu Wang In Proceedings of the Association for Computational Linguistic (ACL), 2019, Long paper. [paper] [code] [poster]
♟ Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions
Hai Ye*, Xin Jiang*, Zhunchen Luo*, Wenhan Chao
In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018, Long paper, Oral.
[paper] [Data] [Slides]
♟ Interpretable Rationale Augmented Charge Prediction System
Xin Jiang*, Hai Ye*, Zhunchen Luo, Wenhan Chao, Wenjia Ma
In Proceedings of the International Conference on Computational Linguistics: System Demonstrations (COLING), 2018.
♟ Jointly Extracting Relations with Class Ties via Effective Deep Ranking
Hai Ye, Wenhan Chao, Zhunchen Luo, Zhoujun Li
In Proceedings of the Association for Computational Linguistic (ACL), 2017, Long paper.
♟ Dependency-tree Based Convolutional Stacked Neural Networks for Aspect Term Extraction
Hai Ye, Zichao Yan, Zhunchen Luo, Wenhan Chao
In Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2017.
♟ Homogenous Color Transfer Using Texture Retrieval and Matching
Chang Xing, Hai Ye, Tao Yu, Zhong Zhou
In Proceedings of the Conference of Pacific-Rim Conference on Multimedia (PCM), 2016.