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# Publication

(\* means fisrt authors)
(selected, \* means fisrt authors)

#### 2019

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Fenglin Liu\*, **Xuancheng Ren\***, Yuanxin Liu, Kai Lei, Xu Sun
In IJCAI 2019 (to appear)

* Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations
Guangxiang Zhao\*, JingjingXu\*, Qi Zeng, **Xuancheng Ren**, Xu Sun
In NAACL-HLT 2019 (short paper, to appear) [[pdf]](https://arxiv.org/abs/1808.07604) [[code]](https://github.com/lancopku/RMSC)

* Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method
Xu Sun\*, **Xuancheng Ren\***, Shuming Ma, Bingzhen Wei, Wei Li, Jingjing Xu, Houfeng Wang, Yi Zhang
IEEE Transactions on Knowledge and Data Engineering (TKDE) [[doi]](https://doi.org/10.1109/TKDE.2018.2883613) [[code]](https://github.com/lancopku/meSimp)

* Towards Easier and Faster Sequence Labeling for Natural Language Processing: A Search-based Probabilistic Online Learning Framework (SAPO)
Xu Sun, Shuming Ma, Yi Zhang, **Xuancheng Ren**
Information Sciences (478: 303-317, 2019) [[doi]](https://doi.org/10.1016/j.ins.2018.11.025) [[code]](https://github.com/lancopku/SAPO)

* Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency
Bingzhen Wei, **Xuancheng Ren**, Yi Zhang, Xiaoyan Cai, Qi Su, Xu Sun
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP 18(3): 31:1-31:15, 2019) [[doi]](https://doi.org/10.1145/3314934)
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Junyang Lin, Xu Sun, **Xuancheng Ren**, Muyu Li, Qi Su
In EMNLP 2018 (short paper) [[pdf]](http://aclweb.org/anthology/D18-1331) [[code]](https://github.com/lancopku/SACT)

* Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach
Jingjing Xu*, Xu Sun*, Qi Zeng, Xiaodong Zhang, **Xuancheng Ren**, Houfeng Wang, Wenjie Li
In ACL 2018 [[pdf]](http://aclweb.org/anthology/P18-1090) [[code]](https://github.com/lancopku/Unpaired-Sentiment-Translation)

* Deconvolution-Based Global Decoding for Neural Machine Translation
Junyang Lin, Xu Sun, **Xuancheng Ren**, Shuming Ma, Jinsong Su, Qi Su
In COLING 2018 [[pdf]](http://aclweb.org/anthology/C18-1276) [[code]](https://github.com/lancopku/DeconvDec)

* Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?
Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, **Xuancheng Ren**
 In COLING 2018 [[pdf]](http://aclweb.org/anthology/C18-1061) [[code]](https://github.com/lancopku/Multi-Order-LSTM)

* Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media: A Unified Model
Jingjing Xu, Hangfeng He, **Xuancheng Ren**, Sujian Li, Xu Sun
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP 26(11): 2142-2152, 2018) [[doi]](https://doi.org/10.1109/TASLP.2018.2856625) [[code]](https://github.com/lancopku/ChineseNER)

* A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification
Shuming Ma, Xu Sun, Junyang Lin, **Xuancheng Ren**
In IJCAI 2018 [[doi]](https://doi.org/10.24963/ijcai.2018/591) [[code]](https://github.com/lancopku/HSSC)

* Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation
Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, **Xuancheng Ren**
In NAACL-HLT 2018 [[doi]](https://doi.org/10.18653/v1/N18-1018) [[code]](https://github.com/lancopku/WEAN)

* Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text
Ji Wen, Xu Sun, **Xuancheng Ren**, Qi Su
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