CASIA OpenIR
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Fine-grained neural decoding with distributed word representations 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 256-272
Authors:  Wang, Shaonan;  Zhang, Jiajun;  Wang, Haiyan;  Lin, Nan;  Zong, Chengqing
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Neural decoding  fMRI word decoding  Word class  Stimuli paradigm  Word embedding models  Informative voxels  
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 5, 页码: 996-1009
Authors:  Li, Haoran;  Zhu, Junnan;  Ma, Cong;  Zhang, Jiajun;  Zong, Chengqing
View  |  Adobe PDF(2826Kb)  |  Favorite  |  View/Download:28/5  |  Submit date:2019/07/12
Summarization  multimedia  multi-modal  cross-modal  natural language processing  computer vision  
Attention With Sparsity Regularization for Neural Machine Translation and Summarization 期刊论文
IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2019, 卷号: 27, 期号: 3, 页码: 507-518
Authors:  Zhang, Jiajun;  Zhao, Yang;  Li, Haoran;  Zong, Chengqing
View  |  Adobe PDF(3627Kb)  |  Favorite  |  View/Download:37/6  |  Submit date:2019/02/25
Machine Translation  Attention  
Addressing the Under-translation Problem from the Entropy Perspective 会议论文
, Honolulu, Hawaii, USA, 2019
Authors:  Zhao, Yang;  Zhang, Jiajun;  Zong, Chengqing;  He, Zhongjun;  Wu, Hua
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Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization 会议论文
, Santa Fe, New Mexico, USA, 2018, 8,20-26
Authors:  Li, Haoran;  Zhu, Junnan;  Zhang, Jiajun;  Zong, Chengqing
View  |  Adobe PDF(287Kb)  |  Favorite  |  View/Download:62/7  |  Submit date:2019/01/25
Experience-based Causality Learning for Intelligent Agents 期刊论文
Asian and Low-Resource Language Information Processing (TALLIP), 2019, 卷号: 18, 期号: 4, 页码: 1-22
Authors:  Yang Liu;  Shaonan Wang;  Jiajun Zhang;  Chengqing Zong
View  |  Adobe PDF(3378Kb)  |  Favorite  |  View/Download:36/11  |  Submit date:2019/07/08
Intelligent Agent, Causality Learning, Grounded Language Learning, Experience, Virtual Environment  
Review Headline Generation with User Embedding 会议论文
, Changsha, China, 19-21 October, 2018
Authors:  Tianshang Liu;  Haoran Li;  Junnan Zhu;  Jiajun Zhang;  Chengqing Zong
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Review Headline Generation  User Embedding  Sequence-to-sequence Neural Network  
Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings. 会议论文
, Santa Fe, New Mexico, USA, 2018-8
Authors:  Li, Junjie;  Yang, Haitong;  Zong, Chengqing
View  |  Adobe PDF(448Kb)  |  Favorite  |  View/Download:69/22  |  Submit date:2019/01/25
Empirical Exploring Word-Character Relationship for Chinese Sentence Representation 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2018, 卷号: 17, 期号: 3, 页码: 14
Authors:  Wang, Shaonan;  Zhang, Jiajun;  Zong, Chengqing
View  |  Adobe PDF(2098Kb)  |  Favorite  |  View/Download:135/34  |  Submit date:2018/03/01
Sentence Representation  Compositionmodel  Inner-word Character  Mixed Character-word Representation  Mask Gate  Max Pooling  
Learning Multimodal Word Representation via Dynamic Fusion Methods 会议论文
, New Orleans, Louisiana, USA., February 2-7, 2018
Authors:  Wang, Shaonan;  Zhang, Jiajun;  Zong, Chengqing
View  |  Adobe PDF(1029Kb)  |  Favorite  |  View/Download:124/27  |  Submit date:2018/03/01