| 2024 | ACL | Learning to Generate Answers with Citations via Factual Consistency Models. | Rami Aly, Zhiqiang Tang, Samson Tan, George Karypis |
| 2024 | ACL | Extreme Miscalibration and the Illusion of Adversarial Robustness. | Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis |
| 2024 | ACL | Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs. | Dingmin Wang, Jinman Zhao, Hengzhi Pei, Samson Tan, Sheng Zha |
| 2023 | ACL | ReCode: Robustness Evaluation of Code Generation Models. | Shiqi Wang, Zheng Li, Haifeng Qian, Chenghao Yang, Zijian Wang, Mingyue Shang, Varun Kumar, Samson Tan, Baishakhi Ray, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Dan Roth, Bing Xiang |
| 2023 | EACL | TraVLR: Now You See It, Now You Don't! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning. | Keng Ji Chow, Samson Tan, Min-Yen Kan |
| 2022 | ACL | Interpreting the Robustness of Neural NLP Models to Textual Perturbations. | Yunxiang Zhang, Liangming Pan, Samson Tan, Min-Yen Kan |
| 2022 | EMNLP | BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. | Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi |
| 2022 | IJCNLP | Whodunit? Learning to Contrast for Authorship Attribution. | Bo Ai, Yuchen Wang, Yugin Tan, Samson Tan |
| 2021 | ACL | Reliability Testing for Natural Language Processing Systems. | Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan |
| 2021 | NAACL | Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. | Samson Tan, Shafiq R. Joty |
| 2020 | ACL | It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations. | Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher |
| 2020 | EMNLP | Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding. | Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan |