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Joint entity and relation extraction based on a hybrid neural network 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 期号: 000, 页码: 59-66
Authors:  Zheng, Suncong;  Hao, Yuexing;  Lu, Dongyuan;  Bao, Hongyun;  Xu, Jiaming;  Hao, Hongwei;  Xu, Bo
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Neural Network  Information Extraction  Tagging  Classification  
面向预定义关系类型的知识抽取关键技术研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  郑孙聪
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知识抽取  文本向量化  卷积神经网络  长短时记忆网络  端对端模型  
Self-Taught convolutional neural networks for short text clustering 期刊论文
NEURAL NETWORKS, 2017, 期号: 88, 页码: 22-31
Authors:  Xu, Jiaming;  Xu, Bo;  Wang, Peng;  Zheng, Suncong;  Tian, Guanhua;  Zhao, Jun;  Xu, Bo
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Semantic Clustering  Neural Networks  Short Text  Unsupervised Learning  
Joint Extraction of Multiple Relations and Entities by using a Hybrid Neural Network 会议论文
, Nanjing, China, 2017/10/13-2017/10/15
Authors:  Peng Zhou;  Suncong Zheng;  Jiaming Xu;  Zhenyu Qi;  Hongyun Bao;  Bo Xu
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Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme 会议论文
, 加拿大温哥华, 2017-07-30
Authors:  Zheng SC(郑孙聪);  Feng Wang;  Hongyun Bao;  Yuexing Hao;  Peng Zhou;  Bo Xu
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A neural network framework for relation extraction: Learning entity semantic and relation pattern 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 114, 期号: 1, 页码: 12-23
Authors:  Zheng, Suncong;  Xu, Jiaming;  Zhou, Peng;  Bao, Hongyun;  Qi, Zhenyu;  Xu, Bo;  bao hongyun
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Relation Extraction  Deep Neural Network  Convolutional Neural Network  Entity Embedding  Keywords Extraction  
Hierarchical Memory Networks for Answer Selection on Unknown Words 会议论文
Coling, 日本大阪, 2016-12
Authors:  Xu, Jiaming;  Shi, Jing;  Yao, Yiqun;  Zheng, Suncong;  Xu, Bo;  Xu, Bo
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对话系统  神经网络  深度学习  
Combining Lexical and Semantic-based Features for Answer Sentence Selection 会议论文
, 日本大阪, 2016-12
Authors:  Shi, Jing;  Xu, Jiaming;  Yao, Yiqun;  Zheng, Suncong;  Xu, Bo
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Question Answering  Answer Sentence Selction  
Joint Learning of Entity Semantics and Relation Pattern for Relation Extraction 会议论文
, 意大利加尔达湖, 2016-09-19
Authors:  Zheng Suncong;  Jiaming Xu;  Hongyun Bao;  Zhenyu Qi;  Jie Zhang;  Hongwei Hao;  Bo Xu
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Ensemble of Feature Sets and Classification Methods for Stance Detection 会议论文
, Kunming, China, 2016/12/02-2016/12/06
Authors:  Xu, Jiaming;  Zheng, Suncong;  Shi, Jing;  Yao, Yiqun;  Xu, Bo
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