| 2025 | ACL | Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation. | Xiang Geng, Zhejian Lai, Jiajun Chen, Hao Yang, Shujian Huang |
| 2025 | ICASSP | "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities. | Jiawei Yu, Xiang Geng, Yuang Li, Mengxin Ren, Wei Tang, Jiahuan Li, Zhibin Lan, Min Zhang, Hao Yang, Shujian Huang, Jinsong Su |
| 2024 | ACL | Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation. | Xu Huang, Zhirui Zhang, Xiang Geng, Yichao Du, Jiajun Chen, Shujian Huang |
| 2024 | ACL | MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization. | Shuaijie She, Wei Zou, Shujian Huang, Wenhao Zhu, Xiang Liu, Xiang Geng, Jiajun Chen |
| 2024 | IJCNN | From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation. | Haofei Zhao, Yilun Liu, Shimin Tao, Weibin Meng, Yimeng Chen, Xiang Geng, Chang Su, Min Zhang, Hao Yang |
| 2023 | AAAI | Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning. | Xiang Geng, Yu Zhang, Jiahuan Li, Shujian Huang, Hao Yang, Shimin Tao, Yimeng Chen, Ning Xie, Jiajun Chen |
| 2023 | AAAI | CoP: Factual Inconsistency Detection by Controlling the Preference. | Shuaijie She, Xiang Geng, Shujian Huang, Jiajun Chen |
| 2023 | EMNLP | Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search. | Xiang Geng, Yu Zhang, Zhejian Lai, Shuaijie She, Wei Zou, Shimin Tao, Hao Yang, Jiajun Chen, Shujian Huang |
| 2021 | AAAI | DirectQE: Direct Pretraining for Machine Translation Quality Estimation. | Qu Cui, Shujian Huang, Jiahuan Li, Xiang Geng, Zaixiang Zheng, Guoping Huang, Jiajun Chen |
| 2019 | IJCAI | Scalable Semi-Supervised SVM via Triply Stochastic Gradients. | Xiang Geng, Bin Gu, Xiang Li, Wanli Shi, Guansheng Zheng, Heng Huang |
| 2019 | IJCAI | Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization. | Wanli Shi, Bin Gu, Xiang Li, Xiang Geng, Heng Huang |
| 2018 | IJCAI | Accelerated Asynchronous Greedy Coordinate Descent Algorithm for SVMs. | Bin Gu, Yingying Shan, Xiang Geng, Guansheng Zheng |