| 2026 | ACL | WSDPO: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization. | Kunpeng Kang, Shuaimin Li, Kaiyuan Zhang, Luyang Zhang, Jiasheng Si, Bing Xu, Kehai Chen, Muyun Yang, Wenpeng Lu |
| 2026 | ACL | Beyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation. | Yeqing Teng, Jiasheng Si, Shuxia Lin, Linhai Zhang, Weiyu Zhang, Wenpeng Lu, Deyu Zhou, Xiaoming Wu |
| 2026 | ACL | D²-RAG: Dual-Decision Retrieval-Augmented Generation via Multi-Dimensional Uncertainty and Utility-Aware Decoding. | Jinshuo Zhang, Xiaoding Zhou, Weiyu Zhang, Guoqiang Chen, Ying Lian, Xiaoyang Meng, Yonghe Chen, Hongjiao Guan, Jiasheng Si, Wenpeng Lu |
| 2026 | ACL | Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning. | Ziqing Zhuang, Linhai Zhang, Jiasheng Si, Deyu Zhou, Yulan He |
| 2025 | EMNLP | ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts. | Ruiran Su, Jiasheng Si, Zhijiang Guo, Janet B. Pierrehumbert |
| 2025 | EMNLP | Plan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing. | Xueguan Zhao, Wenpeng Lu, Chaoqun Zheng, Weiyu Zhang, Jiasheng Si, Deyu Zhou |
| 2025 | ICASSP | CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding. | Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che |
| 2025 | KDD | ALSA: Context-Sensitive Prompt Privacy Preservation in Large Language Models. | Hongru Ma, Wenpeng Lu, Yanjie Liang, Tianyi Wang, Qi Zhang, Yingjie Zhu, Jiasheng Si |
| 2025 | PAKDD | MedConMA: A Confidence-Driven Multi-agent Framework for Medical Q&A. | Rui Wang, Yonghe Chen, Weiyu Zhang, Jiasheng Si, Hongjiao Guan, Xueping Peng, Wenpeng Lu |
| 2025 | WWW | Time-aware Medication Recommendation via Intervention of Dynamic Treatment Regimes. | Yishuo Li, Qi Zhang, Wenpeng Lu, Xueping Peng, Weiyu Zhang, Jiasheng Si, Yongshun Gong, Liang Hu |
| 2024 | ACL | CHECKWHY: Causal Fact Verification via Argument Structure. | Jiasheng Si, Yibo Zhao, Yingjie Zhu, Haiyang Zhu, Wenpeng Lu, Deyu Zhou |
| 2024 | CIKM | Time-Series Representation Learning via Dual Reference Contrasting. | Rui Yu, Yongshun Gong, Shoujin Wang, Jiasheng Si, Xueping Peng, Bing Xu, Wenpeng Lu |
| 2024 | EMNLP | Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer. | Jiasheng Si, Yingjie Zhu, Wenpeng Lu, Deyu Zhou |
| 2024 | EMNLP | Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information. | Yongheng Zhang, Qiguang Chen, Jingxuan Zhou, Peng Wang, Jiasheng Si, Jin Wang, Wenpeng Lu, Libo Qin |
| 2024 | EMNLP | Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. | Guobiao Zhang, Xueping Peng, Tao Shen, Guodong Long, Jiasheng Si, Libo Qin, Wenpeng Lu |
| 2023 | AAAI | Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning. | Jiasheng Si, Yingjie Zhu, Deyu Zhou |
| 2023 | EMNLP | EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification. | Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He |
| 2021 | ACL | Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification. | Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He |