Improving Graph Convolutional Networks Based on Relation-Aware Attention for End-to-End Relation Extraction. - Yin Hong; Yanxia Liu; Suizhu Yang; Kaiwen Zhang 004; Aiqing Wen; Jianjun Hu (IEEE Access, 2020)

Joint extraction of entities and relations using graph convolution over pruned dependency trees. - Yin Hong; Yanxia Liu; Suizhu Yang; Kaiwen Zhang 004; Jianjun Hu (Neurocomputing, 2020)

More refined superbag: Distantly supervised relation extraction with deep clustering. - Suizhu Yang; Yanxia Liu; Yuan-tong Jiang; Zhiqiang Liu (Neural Networks, 2023)