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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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Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation

Oct 23, 2018
Xiao Liu, Zhunchen Luo, Heyan Huang

* EMNLP. 1 (2018) 1247-1256 
* accepted by EMNLP 2018 

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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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Guided Filter based Edge-preserving Image Non-blind Deconvolution

Sep 07, 2016
Hang Yang, Ming Zhu, Zhongbo Zhang, Heyan Huang

* The 20th IEEE International Conference on Image Processing (ICIP),2013,4593--4596 
* 4 pages, 3 figures, ICIP 2013. arXiv admin note: text overlap with arXiv:1609.01380 

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