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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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STN4DST: A Scalable Dialogue State Tracking based on Slot Tagging Navigation


Oct 21, 2020
Puhai Yang, Heyan Huang, Xianling Mao


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Towards Interpretable Reasoning over Paragraph Effects in Situation


Oct 03, 2020
Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang

* 14 pages. Accepted as EMNLP2020 Long paper 

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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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Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction


Apr 21, 2020
Yuming Shang, Heyan Huang, Xin Sun, Xianling Mao

* Learning Relation Ties 

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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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News-Driven Stock Prediction With Attention-Based Noisy Recurrent State Transition


Apr 04, 2020
Xiao Liu, Heyan Huang, Yue Zhang, Changsen Yuan

* 12 pages 

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Evaluating Low-Resource Machine Translation between Chinese and Vietnamese with Back-Translation


Mar 06, 2020
Hongzheng Li, Heyan Huang


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When to Talk: Chatbot Controls the Timing of Talking during Multi-turn Open-domain Dialogue Generation


Dec 20, 2019
Tian Lan, Xianling Mao, Heyan Huang, Wei Wei

* 10 pages, 1 figure 

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Tag Recommendation by Word-Level Tag Sequence Modeling


Nov 30, 2019
Xuewen Shi, Heyan Huang, Shuyang Zhao, Ping Jian, Yi-Kun Tang

* This is a full length version of the paper in DASFAA 2019 

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Neural Chinese Word Segmentation as Sequence to Sequence Translation


Nov 29, 2019
Xuewen Shi, Heyan Huang, Ping Jian, Yuhang Guo, Xiaochi Wei, Yi-Kun Tang

* In proceedings of SMP 2017 (Chinese National Conference on Social Media Processing) 

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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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Generative Dialog Policy for Task-oriented Dialog Systems


Sep 17, 2019
Tian Lan, Xianling Mao, Heyan Huang


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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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Open Domain Event Extraction Using Neural Latent Variable Models


Jun 17, 2019
Xiao Liu, Heyan Huang, Yue Zhang

* accepted by ACL 2019 

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Earlier Attention? Aspect-Aware LSTM for Aspect Sentiment Analysis


May 19, 2019
Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang, Zhongyuan Wang, Heyan Huang

* accepted by IJCAI 2019 

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Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding


Dec 22, 2018
Changsen Yuan, Heyan Huang, Chong Feng, Xiao Liu, Xiaochi Wei


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