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Pre-trained Language Model for Web-scale Retrieval in Baidu Search


Jun 30, 2021
Yiding Liu, Guan Huang, Jiaxiang Liu, Weixue Lu, Suqi Cheng, Yukun Li, Daiting Shi, Shuaiqiang Wang, Zhicong Cheng, Dawei Yin

* Accepted by KDD 2021 

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Enhancing Question Generation with Commonsense Knowledge


Jun 19, 2021
Xin Jia, Hao Wang, Dawei Yin, Yunfang Wu

* Accepted by CCL2021 

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Pre-trained Language Model based Ranking in Baidu Search


Jun 03, 2021
Lixin Zou, Shengqiang Zhang, Hengyi Cai, Dehong Ma, Suqi Cheng, Daiting Shi, Shuaiqiang Wang, Zhicong Cheng, Dawei Yin

* 9-pages, 3 figures, 7 tables, SIGKDD 2021 accepted paper 

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Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation


May 28, 2021
Siyuan Guo, Lixin Zou, Yiding Liu, Wenwen Ye, Suqi Cheng, Shuaiqiang Wang, Hechang Chen, Dawei Yin, Yi Chang

* 10 pages, 3 figures, accepted by SIGIR 2021 

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Data-Efficient Reinforcement Learning for Malaria Control


May 05, 2021
Lixin Zou, Long Xia, Linfang Hou, Xiangyu Zhao, Dawei Yin

* 7 pages, 4 figures, IJCAI 2021 Accepted Paper 

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First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction


Feb 22, 2021
Lianzhe Huang, Peiyi Wang, Sujian Li, Tianyu Liu, Xiaodong Zhang, Zhicong Cheng, Dawei Yin, Houfeng Wang


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User-Inspired Posterior Network for Recommendation Reason Generation


Feb 16, 2021
Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin

* SIGIR 2020 

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SceneRec: Scene-Based Graph Neural Networks for Recommender Systems


Feb 12, 2021
Gang Wang, Ziyi Guo, Xiang Li, Dawei Yin, Shuai Ma


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Modeling Topical Relevance for Multi-Turn Dialogue Generation


Sep 27, 2020
Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin

* the 29th International Joint Conference on Artificial Intelligence(IJCAI 2020) 

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CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data


Jun 08, 2020
Xiang Li, Ben Kao, Caihua Shan, Dawei Yin, Martin Ester


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Robust Reinforcement Learning with Wasserstein Constraint


Jun 01, 2020
Linfang Hou, Liang Pang, Xin Hong, Yanyan Lan, Zhiming Ma, Dawei Yin


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Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight


Apr 07, 2020
Hengyi Cai, Hongshen Chen, Yonghao Song, Cheng Zhang, Xiaofang Zhao, Dawei Yin

* To appear at ACL 2020 (long paper) 

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Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation


Mar 16, 2020
Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Yangxi Li, Dongsheng Duan, Dawei Yin

* Accepted to AAAI 2020 

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Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network


Mar 04, 2020
Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin

* Accepted by AAAI 2020 

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Adaptive Parameterization for Neural Dialogue Generation


Jan 18, 2020
Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Dawei Yin

* Published as a long paper in EMNLP 2019 

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GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks


Jan 17, 2020
Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Dawei Yin, Yi Chang


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Off-policy Learning for Multiple Loggers


Aug 05, 2019
Li He, Long Xia, Wei Zeng, Zhi-Ming Ma, Yihong Zhao, Dawei Yin


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Toward Simulating Environments in Reinforcement Learning Based Recommendations


Jun 27, 2019
Xiangyu Zhao, Long Xia, Zhuoye Ding, Dawei Yin, Jiliang Tang


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Graph Neural Networks for Social Recommendation


Feb 19, 2019
Wenqi Fan, Yao Ma, Qing Li, Yuan He, Eric Zhao, Jiliang Tang, Dawei Yin

* accepted by www2019 conference 

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Product-Aware Answer Generation in E-Commerce Question-Answering


Jan 24, 2019
Shen Gao, Zhaochun Ren, Yihong Eric Zhao, Dongyan Zhao, Dawei Yin, Rui Yan

* Accepted by WSDM 2019 

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Reinforcement Learning for Online Information Seeking


Dec 18, 2018
Xiangyu Zhao, Long Xia, Jiliang Tang, Dawei Yin


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Streaming Graph Neural Networks


Nov 06, 2018
Yao Ma, Ziyi Guo, Zhaochun Ren, Eric Zhao, Jiliang Tang, Dawei Yin


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Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation


Aug 31, 2018
Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin

* The 27th ACM International Conference on Information and Knowledge Management, 2018 

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