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A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition


Jan 02, 2021
Houjin Yu, Xian-Ling Mao, Zewen Chi, Wei Wei, Heyan Huang

* 2020 IEEE International Conference on Knowledge Graph (ICKG) (pp. 297-304)- 
* Best Student Paper of 2020 IEEE International Conference on Knowledge Graph (ICKG) 

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Self-attention Comparison Module for Boosting Performance on Retrieval-based Open-Domain Dialog Systems


Dec 21, 2020
Tian Lan, Xian-Ling Mao, Zhipeng Zhao, Wei Wei, Heyan Huang


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Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing


Dec 18, 2020
Tian Lan, Xian-Ling Mao, Xiaoyan Gao, Wei Wei, Heyan Huang


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Deep Cross-modal Proxy Hashing


Nov 06, 2020
Rong-Cheng Tu, Xian-Ling Mao, Rongxin Tu, Wei Wei, Heyan Huang


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Deep Kernel Supervised Hashing for Node Classification in Structural Networks


Oct 26, 2020
Jia-Nan Guo, Xian-Ling Mao, Shu-Yang Lin, Wei Wei, Heyan Huang

* 8 pages, 3 figures 

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Which Kind Is Better in Open-domain Multi-turn Dialog,Hierarchical or Non-hierarchical Models? An Empirical Study


Aug 07, 2020
Tian Lan, Xian-Ling Mao, Wei Wei, Heyan Huang


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InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training


Jul 15, 2020
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou

* 11 pages 

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Generating Informative Dialogue Responses with Keywords-Guided Networks


Jul 03, 2020
Heng-Da Xu, Xian-Ling Mao, Zewen Chi, Jing-Jing Zhu, Fanshu Sun, Heyan Huang


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Context-Sensitive Generation Network for Handing Unknown Slot Values in Dialogue State Tracking


May 08, 2020
Puhai Yang, Heyan Huang, Xian-Ling Mao


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PONE: A Novel Automatic Evaluation Metric for Open-Domain Generative Dialogue Systems


Apr 06, 2020
Tian Lan, Xian-Ling Mao, Wei Wei, Xiaoyan Gao, Heyan Huang


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DialogAct2Vec: Towards End-to-End Dialogue Agent by Multi-Task Representation Learning


Nov 11, 2019
Zhuoxuan Jiang, Ziming Huang, Dong Sheng Li, Xian-Ling Mao

* Under review 

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Can Monolingual Pretrained Models Help Cross-Lingual Classification?


Nov 10, 2019
Zewen Chi, Li Dong, Furu Wei, Xian-Ling Mao, Heyan Huang

* 5 pages 

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SEPT: Improving Scientific Named Entity Recognition with Span Representation


Nov 08, 2019
Tan Yan, Heyan Huang, Xian-Ling Mao


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Cross-Lingual Natural Language Generation via Pre-Training


Sep 24, 2019
Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang

* 10 pages 

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Complicated Table Structure Recognition


Aug 28, 2019
Zewen Chi, Heyan Huang, Heng-Da Xu, Houjin Yu, Wanxuan Yin, Xian-Ling Mao


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Multi-task Learning for Low-resource Second Language Acquisition Modeling


Aug 25, 2019
Yong Hu, Heyan Huang, Tian Lan, Xiaochi Wei, Yuxiang Nie, Jiarui Qi, Liner Yang, Xian-Ling Mao


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Deep Hashing for Signed Social Network Embedding


Aug 16, 2019
Jia-Nan Guo, Xian-Ling Mao, Xiao-Jian Jiang, Ying-Xiang Sun, Wei Wei, He-Yan Huang

* 9 pages, 9 figures 

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Towards End-to-End Learning for Efficient Dialogue Agent by Modeling Looking-ahead Ability


Aug 15, 2019
Zhuoxuan Jiang, Xian-Ling Mao, Ziming Huang, Jie Ma, Shaochun Li

* To appear in Special Interest Group on Discourse and Dialogue (SIGDIAL) 2019 (ORAL) 

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Deep Kernel Supervised Hashing for Network Embedding


Aug 12, 2019
Jia-Nan Guo, Xian-Ling Mao, Xiao-Jian Jiang, Ying-Xiang Sun, He-Yan Huang

* 9 pages, 9 figures 

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Object Detection based Deep Unsupervised Hashing


Nov 24, 2018
Rong-Cheng Tu, Xian-Ling Mao, Bo-Si Feng, Bing-Bing Bian, Yu-shu Ying


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Supervised Deep Hashing for Hierarchical Labeled Data


Sep 12, 2017
Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Liqiang Nie, Guihua Wen, Xian-Ling Mao

* 9 pages 

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Conceptualization Topic Modeling


Apr 07, 2017
Yi-Kun Tang, Xian-Ling Mao, Heyan Huang, Guihua Wen

* 7 pages 

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