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 # Publication
 
-* meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting  
-  Xu Sun, **Xuancheng Ren**, Shuming Ma, Houfeng Wang  
-  In ICML 2017 [[pdf]](http://proceedings.mlr.press/v70/sun17c/sun17c.pdf) [[code]](https://github.com/lancopku/meProp)
+(* means fisrt authors)
 
-* Building an Ellipsis-aware Chinese Dependency Treebank for Web Text  
-  **Xuancheng Ren**, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang  
-  In LREC 2018  [[pdf]](http://www.lrec-conf.org/proceedings/lrec2018/pdf/297.pdf) [[data]](https://github.com/lancopku/Chinese-Dependency-Treebank-with-Ellipsis)
+* Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions  
+  Fenglin Liu*, **Xuancheng Ren***, Yuanxin Liu, Houfeng Wang, Xu Sun  
+  In EMNLP 2018 (to appear)
+
+* Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation  
+  Jingjing Xu, **Xuancheng Ren**, Junyang Lin, Xu Sun  
+  In EMNLP 2018 (to appear) [[code]](https://github.com/lancopku/DPGAN)
+
+* A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation  
+  Jingjing Xu, **Xuancheng Ren**, Qi Zeng, Yi Zhang, Xiaoyan Cai, Xu Sun  
+  In EMNLP 2018 (to appear) [[code]](https://github.com/lancopku/Skeleton-Based-Generation-Model)
+
+* Learning When to Concentrate or Divert Attention: Automatic Control of Attention Temperature for Neural Machine Translation  
+  Junyang Lin, Xu Sun, **Xuancheng Ren**, Muyu Li, Qi Su  
+  In EMNLP 2018 (short paper, to appear)
 
 * 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 (to appear)
+  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 (to appear)
+  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 (to appear)
-
+  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 (to appear)
+  In IJCAI 2018 [[doi]](https://doi.org/10.24963/ijcai.2018/591) [[code]](https://github.com/lancopku/HSSC)
 
-* Word Embedding Attention Network: Generating Words by Querying Distributed Word Representations for Paraphrase Generation  
+* 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 2018 (to appear)
+  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  
-  In NAACL 2018 (to appear, short paper)
+  In NAACL-HLT 2018 (short paper) [[doi]](https://doi.org/10.18653/v1/N18-2059) [[data]](http://anthology.aclweb.org/attachments/N/N18/N18-2059.Datasets.zip)
+
+* Building an Ellipsis-aware Chinese Dependency Treebank for Web Text  
+  **Xuancheng Ren**, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang  
+  In LREC 2018  [[pdf]](http://www.lrec-conf.org/proceedings/lrec2018/pdf/297.pdf) [[data]](https://github.com/lancopku/Chinese-Dependency-Treebank-with-Ellipsis)
+
+* meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting  
+  Xu Sun, **Xuancheng Ren**, Shuming Ma, Houfeng Wang  
+  In ICML 2017 [[pdf]](http://proceedings.mlr.press/v70/sun17c/sun17c.pdf) [[code]](https://github.com/lancopku/meProp)
 
 
 # Technical Report