| 2026 | AAAI | Do Retrieval Augmented Language Models Know When They Don't Know? | Youchao Zhou, Heyan Huang, Yicheng Liu, Rui Dai, Xinglin Wang, Xingchen Zhang, Shumin Shi, Yang Deng |
| 2026 | ACL | Would LLMs be Good Historical Linguists and Chinese Dialect Learners? | Yicheng Liu, Shumin Shi, Youchao Zhou, Xingchen Zhang |
| 2020 | IJCNN | Dynamic Attention Aggregation with BERT for Neural Machine Translation. | JiaRui Zhang, Hongzheng Li, Shumin Shi, Heyan Huang, Yue Hu, Xiangpeng Wei |
| 2017 | PACLIC | A Parallel Recurrent Neural Network for Language Modeling with POS Tags. | Chao Su, Heyan Huang, Shumin Shi, Yuhang Guo, Hao Wu |
| 2014 | CICLING | A Method of Polarity Computation of Chinese Sentiment Words Based on Gaussian Distribution. | Ruijing Li, Shumin Shi, Heyan Huang, Chao Su, Tianhang Wang |
| 2010 | ICMLC | A method of Chinese coreference resolution combined multi-features in discourse. | Shumin Shi, Heyan Huang, Rui-Yang Chen |
| 2010 | ICMLC | Application of Conditional Random Fields model in unknown words identification. | Haijun Zhang, Wei-Min Pan, Shumin Shi, Chao-Yong Zhu |
| 2008 | AMTA | Applications of MT during Olympic Games 2008. | Chengqing Zong, Heyan Huang, Shumin Shi |