| 2025 | COLING | MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. | Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Linzheng Chai, Zhao Yan, Qian-Wen Zhang, Di Yin, Xing Sun, Zhoujun Li |
| 2025 | EMNLP | Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts. | Yifei Yu, Qian-Wen Zhang, Lingfeng Qiao, Di Yin, Fang Li, Jie Wang, Chen Zeng Xi, Suncong Zheng, Xiaolong Liang, Xing Sun |
| 2023 | ACL | G³R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation. | Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao, Deyu Zhou |
| 2023 | PRICAI | QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing. | Linzheng Chai, Dongling Xiao, Zhao Yan, Jian Yang, Liqun Yang, Qian-Wen Zhang, Yunbo Cao, Zhoujun Li |
| 2022 | ACL | Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge. | Linhai Zhang, Xuemeng Hu, Boyu Wang, Deyu Zhou, Qian-Wen Zhang, Yunbo Cao |
| 2022 | EMNLP | CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers. | Dongling Xiao, Linzheng Chai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li, Yunbo Cao |
| 2021 | AAAI | MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts. | Qian-Wen Zhang, Zhao Yan, Tianyang Zhao, Shi-Wei Zhang, Meng Yao, Meng-Liang Rao, Yunbo Cao |
| 2021 | AAAI | Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning. | Zhen-Ru Zhang, Qian-Wen Zhang, Yunbo Cao, Min-Ling Zhang |
| 2021 | ACL | Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning. | Ximing Zhang, Qian-Wen Zhang, Zhao Yan, Ruifang Liu, Yunbo Cao |
| 2021 | EMNLP | A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering. | Deyu Zhou, Yanzheng Xiang, Linhai Zhang, Chenchen Ye, Qian-Wen Zhang, Yunbo Cao |
| 2021 | IJCAI | Correlation-Guided Representation for Multi-Label Text Classification. | Qian-Wen Zhang, Ximing Zhang, Zhao Yan, Ruifang Liu, Yunbo Cao, Min-Ling Zhang |
| 2018 | AAAI | Feature-Induced Labeling Information Enrichment for Multi-Label Learning. | Qian-Wen Zhang, Yun Zhong, Min-Ling Zhang |