Improving unified information extraction in Chinese mental health domain with instruction-tuned LLMs and type-verification component. - Zijie Cai; Hui Fang; Jianhua Liu; Ge Xu; Yunfei Long; Yin Guan; Tianci Ke (Artif. Intell. Medicine, 2025)

Quantification of part-of-speech relationships for aspect sentiment triplet extraction. - Jiacan Wang; Jianhua Liu; Tianci Ke; Kewei Chen; Zijie Cai; Ge Xu (J. Intell. Inf. Syst., 2025)