Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Xi Chen 003; Wei Zhang 127; Huajun Chen (CoRR, 2018)

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Guanying Wang; Xi Chen 003; Wei Zhang 127; Huajun Chen (NAACL-HLT (1), 2019)

Capturing Evolution Genes for Time Series Data. - Wenjie Hu 003; Yang Yang 009; Liang Wu; Zongtao Liu; Zhanlin Sun; Bingshen Yao (CoRR, 2019)

Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (CoRR, 2019)

Improving Few-shot Text Classification via Pretrained Language Representations. - Ningyu Zhang 001; Zhanlin Sun; Shumin Deng; Jiaoyan Chen 001; Huajun Chen (CoRR, 2019)

Relation Adversarial Network for Low Resource KnowledgeGraph Completion. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (CoRR, 2019)

When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract). - Shumin Deng; Ningyu Zhang 001; Zhanlin Sun; Jiaoyan Chen 001; Huajun Chen (AAAI, 2020)

Relation Adversarial Network for Low Resource Knowledge Graph Completion. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (WWW, 2020)