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CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations


Oct 30, 2020
Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun

* Corrected typos 

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CAPT: Contrastive Pre-Training for LearningDenoised Sequence Representations


Oct 13, 2020
Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun

* 9 pages 

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Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions


Sep 27, 2020
Damai Dai, Hua Zheng, Fuli Luo, Pengcheng Yang, Baobao Chang, Zhifang Sui


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Visual Agreement Regularized Training for Multi-Modal Machine Translation


Dec 27, 2019
Pengcheng Yang, Boxing Chen, Pei Zhang, Xu Sun

* Accepted by AAAI 2020 

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Pun-GAN: Generative Adversarial Network for Pun Generation


Oct 24, 2019
Fuli Luo, Shunyao Li, Pengcheng Yang, Lei li, Baobao Chang, Zhifang Sui, Xu Sun

* EMNLP 2019 (short paper) 

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Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation


Aug 08, 2019
Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun


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Automatic Generation of Personalized Comment Based on User Profile


Jul 24, 2019
Wenhuan Zeng, Abulikemu Abuduweili, Lei Li, Pengcheng Yang

* ACL SRW 2019 

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Memorized Sparse Backpropagation


Jun 01, 2019
Zhiyuan Zhang, Pengcheng Yang, Xuancheng Ren, Xu Sun


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A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer


May 24, 2019
Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Zhifang Sui, Xu Sun

* Accepted by IJCAI 2019 

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Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy


Nov 01, 2018
Pengcheng Yang, Fuli Luo, Shuangzhi Wu, Jingjing Xu, Dongdong Zhang, Xu Sun


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A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification


Sep 10, 2018
Pengcheng Yang, Shuming Ma, Yi Zhang, Junyang Lin, Qi Su, Xu Sun


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Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification


Aug 26, 2018
Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun

* To appear in EMNLP 2018 

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Learning Sentiment Memories for Sentiment Modification without Parallel Data


Aug 22, 2018
Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun

* Accepted by EMNLP 2018 

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Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model


Aug 22, 2018
Deli Chen, Shuming Ma, Pengcheng Yang, Xu Sun


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SGM: Sequence Generation Model for Multi-label Classification


Jun 15, 2018
Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang

* Accepted by COLING 2018 

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Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network


May 10, 2018
Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma

* Accepted by ACL2018 

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