CPCM-MRC: A Few-shot Machine Reading Comprehension Approach for Intelligent Bridge Management via Continual Pre-training and Copy Mechanism. - Qiao Xiao; Ren Li; Yu Chen 076; Jiangcun Xie (ICAICE, 2023)

Few-Shot Relation Extraction via the Entity Feature Enhancement and Attention-Based Prototypical Network. - Ren Li; Qiao Xiao; Jianxi Yang; Hao Ren; Yu Chen 076 (Int. J. Intell. Syst., 2023)

TPKE-QA: A gapless few-shot extractive question answering approach via task-aware post-training and knowledge enhancement. - Qiao Xiao; Ren Li; Jianxi Yang; Yu Chen 076; Shixin Jiang; Di Wang (Expert Syst. Appl., 2024)

MRC-PASCL: A Few-Shot Machine Reading Comprehension Approach via Post-Training and Answer Span-Oriented Contrastive Learning. - Ren Li; Qiao Xiao; Jianxi Yang; Luyi Zhang; Yu Chen 076 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)