Customized Attention Mechanism for Relation Classification. - Shirong Shen; Yang Wen; Lijuan Zhou; Hongying Zan (PACLIC, 2018)

Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism. - Shirong Shen; Guilin Qi; Zhen Li; Sheng Bi; Lusheng Wang (COLING, 2020)

Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection. - Shirong Shen; Tongtong Wu; Guilin Qi; Yuan-Fang Li; Gholamreza Haffari; Sheng Bi (ACL/IJCNLP (Findings), 2021)

Structural Dependency Self-attention Based Hierarchical Event Model for Chinese Financial Event Extraction. - Zhi Liu; Hao Xu; Haitao Wang 019; Dan Zhou; Guilin Qi; Wanqi Sun; Shirong Shen; Jiawei Zhao (CCKS, 2021)

Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. - Sheng Bi; Xiya Cheng; Yuan-Fang Li; Lizhen Qu; Shirong Shen; Guilin Qi; Lu Pan; Yinlin Jiang (EMNLP (Findings), 2021)

Active Learning for Event Extraction with Memory-based Loss Prediction Model. - Shirong Shen; Zhen Li; Guilin Qi (CoRR, 2021)

Improved distant supervision relation extraction based on edge-reasoning hybrid graph model. - Shirong Shen; Shangfu Duan; Huan Gao; Guilin Qi (J. Web Semant., 2021)

Event Causality Identification via Derivative Prompt Joint Learning. - Shirong Shen; Heng Zhou; Tongtong Wu; Guilin Qi (COLING, 2022)

Improving Core Path Reasoning for the Weakly Supervised Knowledge Base Question Answering. - Nan Hu; Sheng Bi; Guilin Qi; Meng Wang 009; Yuncheng Hua; Shirong Shen (DASFAA (1), 2022)