Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models. - Shunyu Liu 003; Jie Zhou 015; Qunxi Zhu; Qin Chen 001; Qingchun Bai; Jun Xiao; Liang He 001 (LREC/COLING, 2024)

A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder. - Kedi Chen; Jie Zhou 015; Qin Chen 001; Shunyu Liu 003; Liang He 001 (LREC/COLING, 2024)

Recent Advances of Foundation Language Models-based Continual Learning: A Survey. - Yutao Yang; Jie Zhou 015; Xuanwen Ding; Tianyu Huai; Shunyu Liu 003; Qin Chen 001; Yuan Xie 006; Liang He 001 (ACM Comput. Surv., 2025)