Multi-Grained Named Entity Recognition.
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma and Philip S. Yu. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019.(long) [PDF] [Code] [BibTeX]
Zero-shot User Intent Detection via Capsule Neural Networks
Congying Xia, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu. (* equally contributed) EMNLP 2018. (long, oral) [PDF] [Code] [BibTeX]
Joint embedding of meta-path and meta-graph for heterogeneous information networks
Lichao Sun, Lifang He, Zhipeng Huang, Bokai Cao, Congying Xia, Xiaokai Wei, Philip S. Yu. ICBK 2018. (long) [PDF] [BibTeX]
BL-MNE: Emerging Heterogeneous Social Network Embedding through Broad Learning with Aligned Autoencoder
Jiawei Zhang, Congying Xia, Chenwei Zhang, Limeng Cui, Yanjie Fu, Philip S. Yu. ICDM 2017. (long) [PDF] [Code] [BibTeX]