Optimizing unbalanced text classification tasks by integrating critical data mining and restricted rewriting techniques. - Jiale Zhou; Hong Li; Chiyu Wang; Xinrong Li; Jiawen Shi; Zhicheng Pang (Concurr. Comput. Pract. Exp., 2020)

A two-stage balancing strategy based on data augmentation for imbalanced text sentiment classification. - Zhicheng Pang; Hong Li; Chiyu Wang; Jiawen Shi; Jiale Zhou (J. Intell. Fuzzy Syst., 2021)

Pseudo-siamese networks with lexicon for Chinese short text matching. - Jiawen Shi; Hong Li; Chiyu Wang; Zhicheng Pang; Jiale Zhou (J. Intell. Fuzzy Syst., 2021)

Optimizing emotion-cause pair extraction task by using mutual assistance single-task model, clause position information and semantic features. - Jiawen Shi; Hong Li; Jiale Zhou; Zhicheng Pang; Chiyu Wang (J. Supercomput., 2022)