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2019 Vol. 33, No. 10
Published: 15 October 2019

Survey
Machine Translation
Information Extraction and Text Mining
Sentiment Analysis and Social Computing
NLP Application
Knowledge Representation and Acquisition
Machine Reading Comprehension and Text Generation
Question Answering and Dialogue System
   
 
       Survey
1 Preliminary Study on the Construction of Chinese Medical Knowledge Graph Hot!
BYAMBASUREN Odmaa, YANG Yunfei, SUI Zhifang, DAI Damai, CHANG Baobao, LI Sujian, ZAN Hongying
2019 Vol. 33 (10): 1-7 [Abstract] ( 992 ) HTML (1 KB)  PDF  (6474 KB)  ( 1845 )
10 A Survey on Distant Supervision Based Relation Extraction
BAI Long, JIN Xiaolong, XI Pengbi, CHENG Xueqi
2019 Vol. 33 (10): 10-17 [Abstract] ( 646 ) HTML (1 KB)  PDF  (4194 KB)  ( 1188 )
       Knowledge Representation and Acquisition
18 Distributed Word Embedding via Multi-Source Information Fusion Hot!
YE Zhonglin, ZHAO Haixing, ZHANG Ke, ZHU Yu
2019 Vol. 33 (10): 18-30 [Abstract] ( 453 ) HTML (1 KB)  PDF  (3156 KB)  ( 560 )
       Machine Translation
31 Domain-Specific Machine Translation with External Dictionary Knowledge for Conference Scenarios
LIU Qingfeng, LIU Chenxuan, WANG Yanan, ZHANG Weitai, LIU Junhua
2019 Vol. 33 (10): 31-37 [Abstract] ( 215 ) HTML (1 KB)  PDF  (1946 KB)  ( 348 )
38 Application of Transformer-CRF Word Segmentation Method in Mongolian-Chinese Machine Translation
SU Yila, ZHANG Zhen, RENQING Dao'erji, NIU Xianghua, GAO Fen, ZHAO Yaping
2019 Vol. 33 (10): 38-46 [Abstract] ( 254 ) HTML (1 KB)  PDF  (5579 KB)  ( 504 )
       Information Extraction and Text Mining
47 Chinese Entity Relation Extraction Based on Multi-Features Self-Attention Bi-LSTM
LI Weijiang, LI Tao, QI Fang
2019 Vol. 33 (10): 47-56,72 [Abstract] ( 375 ) HTML (1 KB)  PDF  (3747 KB)  ( 973 )
57 Gate-ResNet-D for Relation Extraction with Distant Supervision
YUAN Zhenqi, SONG Wei, CHEN Jing
2019 Vol. 33 (10): 57-63 [Abstract] ( 170 ) HTML (1 KB)  PDF  (3497 KB)  ( 408 )
64 Combination of Convolutional Recurrent Neural Network for Relation Extraction
SONG Rui, CHEN Xin, HONG Yu, ZHANG Min
2019 Vol. 33 (10): 64-72 [Abstract] ( 258 ) HTML (1 KB)  PDF  (2850 KB)  ( 536 )
       Machine Reading Comprehension and Text Generation
73 MCA-Reader: Multi-connected Attention Model for Machine Reading Comprehension Hot!
ZHANG Yuyao, JIANG Yuru, Mao Teng, ZHANG Yangsen
2019 Vol. 33 (10): 73-80 [Abstract] ( 719 ) HTML (1 KB)  PDF  (2937 KB)  ( 548 )
81 A Study on Solution Strategy of Opinion-Problems in Machine Reading Comprehension Hot!
DUAN Liguo, GAO Jianying, LI Aiping
2019 Vol. 33 (10): 81-89 [Abstract] ( 516 ) HTML (1 KB)  PDF  (4708 KB)  ( 655 )
90 Abstractive Summarization Based on Hierarchical Structure
WU Renshou, ZHANG Yifei, WANG Hongling, ZHANG Ying
2019 Vol. 33 (10): 90-98 [Abstract] ( 214 ) HTML (1 KB)  PDF  (1959 KB)  ( 418 )
       Question Answering and Dialogue System
99 A Multi-Convolution Self-Interaction Method for Question Paraphrase Identification
CHEN Xin, LI Weikang, HONG Yu, ZHOU Xiabing, ZHANG Min
2019 Vol. 33 (10): 99-108,118 [Abstract] ( 254 ) HTML (1 KB)  PDF  (2967 KB)  ( 356 )
       Sentiment Analysis and Social Computing
109 Sentiment Analysis Based on Multi-channel Convolution and Bi-directional GRU with Attention Mechanism
YUAN Hejin, ZHANG Xu, NIU Weihua, CUI Kebin
2019 Vol. 33 (10): 109-118 [Abstract] ( 634 ) HTML (1 KB)  PDF  (2799 KB)  ( 877 )
119 Joint Learning for Sentiment Classification Towards Question-Answering Reviews Hot!
AN Minghui, SHEN Chenlin, LI Shoushan, LEE Sophia Yat Mei
2019 Vol. 33 (10): 119-126 [Abstract] ( 1039 ) HTML (1 KB)  PDF  (1673 KB)  ( 980 )
       NLP Application
127 Multi-label Charge Prediction Based on Semantic Differences of Words
WANG Jiawei, ZHANG Hu, TAN Hongye, WANG Yuanlong, ZHAO Hongyan, Li Ru
2019 Vol. 33 (10): 127-134 [Abstract] ( 416 ) HTML (1 KB)  PDF  (2722 KB)  ( 557 )
135 An Improved System for Short-term and Confusing Language Recognition
LI Zhuoxi, GAO Zhen, WANG Hua, LIU Junnan, ZHU Guangxu
2019 Vol. 33 (10): 135-142 [Abstract] ( 224 ) HTML (1 KB)  PDF  (3748 KB)  ( 384 )
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