A Graph Attention Interactive Refine Framework with Contextual Regularization for Jointing Intent Detection and Slot Filling. - Zhanbiao Zhu; Peijie Huang; Haojing Huang; Shudong Liu 004; Leyi Lao (ICASSP, 2022)

A Noise-Removal of Knowledge Graph Framework for Profile-Based Spoken Language Understanding. - Leyi Lao; Peijie Huang; Zhanbiao Zhu; Hanlin Liu; Peiyi Lian; Yuhong Xu (NLPCC (1), 2023)

ELSF: Entity-Level Slot Filling Framework for Joint Multiple Intent Detection and Slot Filling. - Zhanbiao Zhu; Peijie Huang; Haojing Huang 001; Yuhong Xu; Piyuan Lin; Leyi Lao; Shaoshen Chen; Haojie Xie; Shangjian Yin (IEEE ACM Trans. Audio Speech Lang. Process., 2024)