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Writing Polishment with Simile: Task, Dataset and A Neural Approach

Dec 15, 2020
Jiayi Zhang, Zhi Cui, Xiaoqiang Xia, Yalong Guo, Yanran Li, Chen Wei, Jianwei Cui

* Accepted in AAAI2021 

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Focus-Constrained Attention Mechanism for CVAE-based Response Generation

Sep 25, 2020
Zhi Cui, Yanran Li, Jiayi Zhang, Jianwei Cui, Chen Wei, Bin Wang

* To appear in findings of EMNLP 2020 

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Peeking into occluded joints: A novel framework for crowd pose estimation

Mar 31, 2020
Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui

* The code of OPEC-Net is available at: https://lingtengqiu.github.io/2020/03/22/OPEC-Net/ 

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PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting

Feb 10, 2020
Shuo Wang, Yanran Li, Jiang Zhang, Qingye Meng, Lingwei Meng, Fei Gao

* Submission to KDD 2020. 11 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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Deep Reinforcement Learning in Portfolio Management

Nov 01, 2018
Zhipeng Liang, Hao Chen, Junhao Zhu, Kangkang Jiang, Yanran Li


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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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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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AttSum: Joint Learning of Focusing and Summarization with Neural Attention

Sep 27, 2016
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei, Yanran Li

* COLING 2016 
* 10 pages, 1 figure 

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Component-Enhanced Chinese Character Embeddings

Aug 26, 2015
Yanran Li, Wenjie Li, Fei Sun, Sujian Li

* 6 pages, 2 figures, conference, EMNLP 2015 

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