| 2025 | ACL | Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning. | Peichao Lai, Zhengfeng Zhang, Wentao Zhang, Fangcheng Fu, Bin Cui |
| 2025 | EMNLP | Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations. | Peichao Lai, Jiaxin Gan, Feiyang Ye, Wentao Zhang, Fangcheng Fu, Yilei Wang, Bin Cui |
| 2025 | PRICAI | ADSC: LLM-Augmented Dual-Stream Cooperative Learning for Robust Automated Essay Scoring. | Kexuan Zhang, Peichao Lai, Jikai Hu, Yilei Wang |
| 2024 | IJCNN | Quantum-inspired Neural Network Based on Stochastic Liouville-von Neumann Equation for Sentiment Classification. | Kehuan Yan, Peichao Lai, Qingwei Lyu, Yilei Wang |
| 2024 | IJCNN | NCSE: Neighbor Contrastive Learning for Unsupervised Sentence Embeddings. | Zhengfeng Zhang, Peichao Lai, Ruiqing Wang, Feiyang Ye, Yilei Wang |
| 2024 | NAACL | Quantum-inspired Language Model with Lindblad Master Equation and Interference Measurement for Sentiment Analysis. | Kehuan Yan, Peichao Lai, Yilei Wang |
| 2022 | COLING | PCBERT: Parent and Child BERT for Chinese Few-shot NER. | Peichao Lai, Feiyang Ye, Lin Zhang, Zhiwei Chen, Yanggeng Fu, Yingjie Wu, Yilei Wang |
| 2022 | PRICAI | Chinese Medical Named Entity Recognition Using External Knowledge. | Lin Zhang, Peichao Lai, Feiyang Ye, Ruixiong Fang, Ruiqing Wang, Jiayong Li, Yilei Wang |