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Variance Reduction on Adaptive Stochastic Mirror Descent

Dec 26, 2020
Wenjie Li, Zhanyu Wang, Yichen Zhang, Guang Cheng

* NeurIPS 2020 OPT workshop 

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Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT

Nov 19, 2020
Ruifeng Yuan, Zili Wang, Wenjie Li

* Accept by Coling2020 

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Improving Accent Conversion with Reference Encoder and End-To-End Text-To-Speech

May 19, 2020
Wenjie Li, Benlai Tang, Xiang Yin, Yushi Zhao, Wei Li, Kang Wang, Hao Huang, Yuxuan Wang, Zejun Ma


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Increased-confidence adversarial examples for improved transferability of Counter-Forensic attacks

May 12, 2020
Wenjie Li, Benedetta Tondi, Rongrong Ni, Mauro Barni


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AdaX: Adaptive Gradient Descent with Exponential Long Term Memory

May 04, 2020
Wenjie Li, Zhaoyang Zhang, Xinjiang Wang, Ping Luo


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How Does BN Increase Collapsed Neural Network Filters?

Jan 31, 2020
Sheng Zhou, Xinjiang Wang, Ping Luo, Litong Feng, Wenjie Li, Wei Zhang


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Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization

Jun 13, 2019
Hai Ye, Wenjie Li, Lu Wang

* Accepted to ACL 2019 

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Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization

May 11, 2019
Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang

* KDD 2019 research track oral 

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When Collaborative Filtering Meets Reinforcement Learning

Apr 02, 2019
Yu Lei, Wenjie Li


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Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation

Jan 23, 2019
Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

* In Proceedings of The 2019 Web Conference (WWW 2019) 

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Visual-Texual Emotion Analysis with Deep Coupled Video and Danmu Neural Networks

Nov 19, 2018
Chenchen Li, Jialin Wang, Hongwei Wang, Miao Zhao, Wenjie Li, Xiaotie Deng

* Draft, 25 pages 

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Incorporating Relevant Knowledge in Context Modeling and Response Generation

Nov 09, 2018
Yanran Li, Wenjie Li, Ziqiang Cao, Chengyao Chen


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Meta-path Augmented Response Generation

Nov 02, 2018
Yanran Li, Wenjie Li

* AAAI 2019 

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NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation

Oct 07, 2018
Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow

* Accepted by EMNLP2018 

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RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems

Aug 25, 2018
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

* CIKM 2018 

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Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach

Aug 05, 2018
Jingjing Xu, Xu Sun, Qi Zeng, Xuancheng Ren, Xiaodong Zhang, Houfeng Wang, Wenjie Li

* Accepted by ACL 2018 

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Large scale classification in deep neural network with Label Mapping

Jun 07, 2018
Qizhi Zhang, Kuang-Chih Lee, Hongying Bao, Yuan You, Wenjie Li, Dongbai Guo


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Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation

Mar 30, 2018
Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren

* arXiv admin note: text overlap with arXiv:1710.02318 

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Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing

Nov 25, 2017
Xu Sun, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang, Wenjie Li, Houfeng Wang

* arXiv admin note: text overlap with arXiv:1411.6243 

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Faithful to the Original: Fact Aware Neural Abstractive Summarization

Nov 13, 2017
Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li

* 8 pages, 3 figures, AAAI 2018 

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DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset

Oct 11, 2017
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu

* accepted by IJCNLP 2017 

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A Conditional Variational Framework for Dialog Generation

Jul 06, 2017
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long

* Accepted by ACL2017 

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Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization

Jun 08, 2017
Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su

* Accepted by ACL 

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Mode Regularized Generative Adversarial Networks

Mar 02, 2017
Tong Che, Yanran Li, Athul Paul Jacob, Yoshua Bengio, Wenjie Li

* Published as a conference paper at ICLR 2017 

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Maximum-Likelihood Augmented Discrete Generative Adversarial Networks

Feb 26, 2017
Tong Che, Yanran Li, Ruixiang Zhang, R Devon Hjelm, Wenjie Li, Yangqiu Song, Yoshua Bengio

* 11 pages, 3 figures 

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Improving Multi-Document Summarization via Text Classification

Nov 28, 2016
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei

* 7 pages, 3 figures, AAAI-17 

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Joint Copying and Restricted Generation for Paraphrase

Nov 28, 2016
Ziqiang Cao, Chuwei Luo, Wenjie Li, Sujian Li

* 7 pages, 1 figure, AAAI-17 

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