| 2025 | ACL | DeAL: Decoding-time Alignment for Large Language Models. | James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi-An Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth |
| 2024 | EACL | Backward Compatibility During Data Updates by Weight Interpolation. | Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang |
| 2023 | EACL | Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion. | Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang |
| 2022 | ACL | Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. | Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang |
| 2021 | ACL | Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates. | Yuqing Xie, Yi-An Lai, Yuanjun Xiong, Yi Zhang, Stefano Soatto |
| 2020 | EMNLP | Context Analysis for Pre-trained Masked Language Models. | Yi-An Lai, Garima Lalwani, Yi Zhang |
| 2020 | LREC | Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections. | Yi-An Lai, Xuan Zhu, Yi Zhang, Mona T. Diab |
| 2019 | CoNLL | Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation. | Yi-An Lai, Arshit Gupta, Yi Zhang |
| 2017 | WSDM | Unsupervised Ranking using Graph Structures and Node Attributes. | Chin-Chi Hsu, Yi-An Lai, Wen-Hao Chen, Ming-Han Feng, Shou-De Lin |