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PairRE: Knowledge Graph Embeddings via Paired Relation Vectors


Nov 07, 2020
Linlin Chao, Jianshan He, Taifeng Wang, Wei Chu


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Question Directed Graph Attention Network for Numerical Reasoning over Text


Sep 16, 2020
Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu

* Accepted at EMNLP 2020 

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SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check


May 13, 2020
Xingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu, Yuan Qi

* Accepted by ACL2020 

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Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA


Mar 09, 2020
Xianpei Han, Zhichun Wang, Jiangtao Zhang, Qinghua Wen, Wenqi Li, Buzhou Tang, Qi Wang, Zhifan Feng, Yang Zhang, Yajuan Lu, Haitao Wang, Wenliang Chen, Hao Shao, Yubo Chen, Kang Liu, Jun Zhao, Taifeng Wang, Kezun Zhang, Meng Wang, Yinlin Jiang, Guilin Qi, Lei Zou, Sen Hu, Minhao Zhang, Yinnian Lin

* 21 pages, in Chinese, 9 figures and 17 tables, CCKS 2019 held an evaluation track about knowledge graph with 6 tasks and attracted more than 1,600 teams 

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Symmetric Regularization based BERT for Pair-wise Semantic Reasoning


Sep 08, 2019
Xingyi Cheng, Weidi Xu, Kunlong Chen, Wei Wang, Bin Bi, Ming Yan, Chen Wu, Luo Si, Wei Chu, Taifeng Wang

* 8 pages, 3 figures, 6 tables 

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BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction


Aug 16, 2019
Weipeng Huang, Xingyi Cheng, Taifeng Wang, Wei Chu

* To appear at NLPCC 2019 

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Toward Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning


Mar 11, 2019
Weipeng Huang, Xingyi Cheng, Kunlong Chen, Taifeng Wang, Wei Chu


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Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers


Jul 23, 2018
Quanming Yao, James T. Kwok, Taifeng Wang, Tie-Yan Liu

* Accepted by TPAMI in 2018 (extension of ICDM-2015 conference paper arXiv:1512.00984) 

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Asynchronous Stochastic Gradient Descent with Delay Compensation


Jun 14, 2017
Shuxin Zheng, Qi Meng, Taifeng Wang, Wei Chen, Nenghai Yu, Zhi-Ming Ma, Tie-Yan Liu

* International Conference on Machine Learning. 2017: 4120-4129 
* 20 pages, 5 figures 

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A Communication-Efficient Parallel Algorithm for Decision Tree


Nov 04, 2016
Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu


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Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction


Sep 27, 2016
Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu


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Generalization Error Bounds for Optimization Algorithms via Stability


Sep 27, 2016
Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu


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Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks


Jul 28, 2014
Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, Tie-Yan Liu

* Accepted by AAAI 2014 

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