| 2026 | LAK | Enhancing LLM-Based Data Annotation with Error Decomposition. | Zhen Xu, Vedant Khatri, Yijun Dai, Xiner Liu, Siyan Li, Xuanming Zhang, Renzhe Yu |
| 2025 | NAACL | PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles. | Siyan Li, Vethavikashini Chithrra Raghuram, Omar Khattab, Julia Hirschberg, Zhou Yu |
| 2025 | NAACL | Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts. | Kun Qian, Maximillian Chen, Siyan Li, Arpit Sharma, Zhou Yu |
| 2024 | EMNLP | EDEN: Empathetic Dialogues for English Learning. | Siyan Li, Teresa Shao, Zhou Yu, Julia Hirschberg |
| 2024 | ICLR | Benchmarking and Improving Generator-Validator Consistency of Language Models. | Xiang Lisa Li, Vaishnavi Shrivastava, Siyan Li, Tatsunori Hashimoto, Percy Liang |
| 2024 | IJCNN | Deep Neural Network Pruning with Progressive Regularizer. | Yexu Zhou, Haibin Zhao, Michael Hefenbrock, Siyan Li, Yiran Huang, Michael Beigl |
| 2022 | EMNLP | Systematicity in GPT-3's Interpretation of Novel English Noun Compounds. | Siyan Li, Riley Carlson, Christopher Potts |
| 2022 | EMNLP | Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. | Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning |
| 2022 | EMNLP | Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning. | Xiangyu Peng, Siyan Li, Sarah Wiegreffe, Mark O. Riedl |
| 2022 | SIGdial | When can I Speak? Predicting initiation points for spoken dialogue agents. | Siyan Li, Ashwin Paranjape, Christopher D. Manning |
| 2020 | INLG | Reducing Non-Normative Text Generation from Language Models. | Xiangyu Peng, Siyan Li, Spencer Frazier, Mark O. Riedl |
| 1994 | ICRA | Hyper-Redundant Planar Manipulators: Motion Planning with Discrete Modal Summation Procedure. | Sunil Kumar Agrawal, Siyan Li, Madhu Annapragada |