| 2026 | ACL | How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative Reasoning. | Haoyang Chen, Yi Liu, Jianzhi Shao, Tao Zhang, Chengfu Huo, Wei Hu |
| 2026 | WWW | Aligning Query Rewriting with Human Cognition and Preference in E-Commerce Search. | Ruize Ou, Kai Wang, Jianzhi Shao, Tao Zhang, Chengfu Huo |
| 2026 | SIGIR | STAR: Staged Training with Aligned Reinforcement Learning and Multi-Faceted Distillation for Interpretable E-commerce Relevance. | Chenxu Wang, Jianzhi Shao, Chi Zhang, Tao Zhang |
| 2026 | SIGIR | TRACE: Term-level Reasoning And Chain-of-thought Enhanced distillation for E-commerce Multi-modal Relevance Learning. | Chenxu Wang, Chi Zhang, Fangyi Liang, Jianzhi Shao, Manyi Wang, Tao Zhang |
| 2023 | WWW | MPKGAC: Multimodal Product Attribute Completion in E-commerce. | Kai Wang, Jianzhi Shao, Tao Zhang, Qijin Chen, Chengfu Huo |
| 2020 | EMNLP | Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data. | Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang |