CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning. - Kunli Zhang; Pengcheng Wu; Bohan Yu; Kejun Wu; Aoze Zheng; Xiyang Huang; Chenkang Zhu; Min Peng; Hongying Zan; Yu Song (COLING, 2025)

LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Multi-Domain Reasoning Challenges. - Tao Liu; Hongying Zan; Yifan Li; Dixuan Zhang; Lulu Kong; Haixin Liu; Jiaming Hou; Aoze Zheng; Rui Li; Yiming Qiao; Zewei Luo; Qi Wang; et al. (CoRR, 2025)

UniMRE: a unified framework for zero-shot medicial relation extraction with large language models. - Yunlong Li; Pengcheng Wu; Aoze Zheng; Yuting Li; Hongying Zan; Kunli Zhang (Health Inf. Sci. Syst., 2025)