--2019, 33 (10) Published: 15 October 2019

Survey

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, 33 (10): 1-7
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A Survey on Distant Supervision Based Relation Extraction

BAI Long, JIN Xiaolong, XI Pengbi, CHENG Xueqi

. 2019, 33 (10): 10-17
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PDF (4194KB) ( 78 )

Knowledge Representation and Acquisition

Distributed Word Embedding via Multi-Source Information Fusion ^Hot!

YE Zhonglin, ZHAO Haixing, ZHANG Ke, ZHU Yu

. 2019, 33 (10): 18-30
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Machine Translation

Domain-Specific Machine Translation with External Dictionary Knowledge for Conference Scenarios

LIU Qingfeng, LIU Chenxuan, WANG Yanan, ZHANG Weitai, LIU Junhua

. 2019, 33 (10): 31-37
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PDF (1946KB) ( 49 )

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, 33 (10): 38-46
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PDF (5579KB) ( 58 )

Information Extraction and Text Mining

Chinese Entity Relation Extraction Based on Multi-Features Self-Attention Bi-LSTM

LI Weijiang, LI Tao, QI Fang

. 2019, 33 (10): 47-56,72
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Gate-ResNet-D for Relation Extraction with Distant Supervision

YUAN Zhenqi, SONG Wei, CHEN Jing

. 2019, 33 (10): 57-63
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PDF (3497KB) ( 48 )

Combination of Convolutional Recurrent Neural Network for Relation Extraction

SONG Rui, CHEN Xin, HONG Yu, ZHANG Min

. 2019, 33 (10): 64-72
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PDF (2850KB) ( 54 )

Machine Reading Comprehension and Text Generation

MCA-Reader: Multi-connected Attention Model for Machine Reading Comprehension ^Hot!

ZHANG Yuyao, JIANG Yuru, Mao Teng, ZHANG Yangsen

. 2019, 33 (10): 73-80
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A Study on Solution Strategy of Opinion-Problems in Machine Reading Comprehension ^Hot!

DUAN Liguo, GAO Jianying, LI Aiping

. 2019, 33 (10): 81-89
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Abstractive Summarization Based on Hierarchical Structure

WU Renshou, ZHANG Yifei, WANG Hongling, ZHANG Ying

. 2019, 33 (10): 90-98
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PDF (1959KB) ( 34 )

Question Answering and Dialogue System

A Multi-Convolution Self-Interaction Method for Question Paraphrase Identification

CHEN Xin, LI Weikang, HONG Yu, ZHOU Xiabing, ZHANG Min

. 2019, 33 (10): 99-108,118
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Sentiment Analysis and Social Computing

Sentiment Analysis Based on Multi-channel Convolution and Bi-directional GRU with Attention Mechanism

YUAN Hejin, ZHANG Xu, NIU Weihua, CUI Kebin

. 2019, 33 (10): 109-118
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Joint Learning for Sentiment Classification Towards Question-Answering Reviews ^Hot!

AN Minghui, SHEN Chenlin, LI Shoushan, LEE Sophia Yat Mei

. 2019, 33 (10): 119-126
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NLP Application

Multi-label Charge Prediction Based on Semantic Differences of Words

WANG Jiawei, ZHANG Hu, TAN Hongye, WANG Yuanlong, ZHAO Hongyan, Li Ru

. 2019, 33 (10): 127-134
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PDF (2722KB) ( 87 )

An Improved System for Short-term and Confusing Language Recognition

LI Zhuoxi, GAO Zhen, WANG Hua, LIU Junnan, ZHU Guangxu

. 2019, 33 (10): 135-142
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PDF (3748KB) ( 48 )