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EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications

Nov 23, 2020
Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Ang Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin

* 4 pages 

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Scalable Graph Neural Networks via Bidirectional Propagation

Oct 29, 2020
Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen

* NeurIPS 2020 

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Interactive Feature Generation via Learning Adjacency Tensor of Feature Graph

Jul 29, 2020
Yuexiang Xie, Zhen Wang, Yaliang Li, Bolin Ding, Nezihe Merve Gürel, Ce Zhang, Minlie Huang, Wei Lin, Jingren Zhou


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Simple and Deep Graph Convolutional Networks

Jul 04, 2020
Ming Chen, Zhewei Wei, Zengfeng Huang, Bolin Ding, Yaliang Li

* ICML 2020 

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Sequential Recommendation with Self-Attentive Multi-Adversarial Network

May 21, 2020
Ruiyang Ren, Zhaoyang Liu, Yaliang Li, Wayne Xin Zhao, Hui Wang, Bolin Ding, Ji-Rong Wen


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Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents

Apr 21, 2020
Daoyuan Chen, Yaliang Li, Kai Lei, Ying Shen

* Accepted by ACL 2020 

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A Survey on Causal Inference

Feb 05, 2020
Liuyi Yao, Zhixuan Chu, Sheng Li, Yaliang Li, Jing Gao, Aidong Zhang


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AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search

Jan 13, 2020
Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou


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Automated Relational Meta-learning

Jan 03, 2020
Huaxiu Yao, Xian Wu, Zhiqiang Tao, Yaliang Li, Bolin Ding, Ruirui Li, Zhenhui Li

* Accepted by ICLR 2020 

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Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering

Nov 22, 2019
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen

* Accepted by AAAI 2020 (oral) 

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Multi-Grained Named Entity Recognition

Jun 20, 2019
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip Yu

* In ACL 2019 as a long paper 

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Towards Data Poisoning Attack against Knowledge Graph Embedding

Apr 26, 2019
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren


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SynonymNet: Multi-context Bilateral Matching for Entity Synonyms

Dec 31, 2018
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu


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Joint Slot Filling and Intent Detection via Capsule Neural Networks

Dec 22, 2018
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu


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Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering

Dec 06, 2018
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen

* Accepted by AAAI 2019 

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On the Generation of Medical Question-Answer Pairs

Nov 01, 2018
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan


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Finding Similar Medical Questions from Question Answering Websites

Oct 14, 2018
Yaliang Li, Liuyi Yao, Nan Du, Jing Gao, Qi Li, Chuishi Meng, Chenwei Zhang, Wei Fan


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Towards Differentially Private Truth Discovery for Crowd Sensing Systems

Oct 10, 2018
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding


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Bringing Semantic Structures to User Intent Detection in Online Medical Queries

Oct 22, 2017
Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu

* 10 pages, 2017 IEEE International Conference on Big Data (Big Data 2017) 

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Multi-source Hierarchical Prediction Consolidation

Aug 11, 2016
Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan, Philip S. Yu


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