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Professional Preparation
Ph.D. - Computer Science Cornell University - 2004
B.S. - Computer Science Carnegie Mellon University - 1997
Research Areas
Research Interests
Natural language processing
Publications
Machine/Deep Learning for Software Engineering: A Systematic Literature Review. Simin Wang, Liguo Huang, Amiao Gao, Jidong Ge, Tengfei Zhang, Haitao Feng, Ishna Satyarth, Ming Li, He Zhang, and Vincent Ng. IEEE Transactions on Software Engineering 49(3), 1188-1231, 2023. 2023 - Publication
PairSpanBERT: An Enhanced Language Model for Bridging Resolution. Hideo Kobayashi, Yufang Hou and Vincent Ng. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics(Volume 1: Long Papers) (ACL), 2023. 2023 - Publication
Multimodal Propaganda Processing. Shengjie Li and Vincent Ng. Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI), 2023. 2023 - Publication
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models. Changan Niu, Chuanyi Li, Vincent Ng and Bin Luo. Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (Research Track) (ICSE), 2023. 2023 - Publication
An Empirical Comparison of Pre-Trained Models of Source Code. Changan Niu, Chuanyi Li, Vincent Ng, Dongxiao Chen, Jidong Ge and Bin Luo. Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (Research Track) (ICSE), 2023. 2023 - Publication
Predicting Product Review Helpfulness - A Hybrid Method. Li Kong, Chuangyi Li, Jidong Ge, Vincent Ng, and Bin Luo. IEEE Transactions on Services Computing 15(4), 2213--2225, 2022. 2022 - Publication
DiscoSense: Commonsense Reasoning with Discourse Connectives. Prajjwal Bhargava and Vincent Ng. Proceedings of the 2022 Empirical Methods in Natural Language Processing (EMNLP), 2022. 2022 - Publication
End-to-End Neural Discourse Deixis Resolution in Dialogue. Shengjie Li and Vincent Ng. Proceedings of the 2022 Empirical Methods in Natural Language Processing (EMNLP), 2022. 2022 - Publication
Awards
ICSE'24 ACM SIGSOFT Distinguished Paper Award - ACM [2024]
AAAI-20 Blue Sky Idea Award - CCC [2020]
ESEC/FSE'19 ACM SIGSOFT Distinguished Paper Award - ACM [2019]
ECS Outstanding Faculty Teaching Award - UTD [2019]
Appointments
Professor The University of Texas at Dallas [2017–Present]
Erik Jonsson School of Engineering and Computer Science
Associate Professor The University of Texas at Dallas [2011–2017]
Erik Jonsson School of Engineering and Computer Science
Assistant Professor The University of Texas at Dallas [2004–2011]
Erik Jonsson School of Engineering and Computer Science