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Preliminary Study on the Construction of Chinese Medical Knowledge Graph
Joint Learning for Sentiment Classification Towards Question-Answering Reviews
Distributed Word Embedding via Multi-Source Information Fusion
MCA-Reader: Multi-connected Attention Model for Machine Reading Comprehension
A Study on Solution Strategy of Opinion-Problems in Machine Reading Comprehension
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  --2019, 33 (10)   Published: 15 October 2019
 
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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
Abstract | Download: PDF (6474KB) ( 217 )
 
 

A Survey on Distant Supervision Based Relation Extraction

BAI Long, JIN Xiaolong, XI Pengbi, CHENG Xueqi
. 2019, 33 (10): 10-17
Abstract | Download: 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
Abstract | Download: PDF (3156KB) ( 66 )
 
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
Abstract | Download: 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
Abstract | Download: 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
Abstract | Download: PDF (3747KB) ( 90 )
 
 

Gate-ResNet-D for Relation Extraction with Distant Supervision

YUAN Zhenqi, SONG Wei, CHEN Jing
. 2019, 33 (10): 57-63
Abstract | Download: 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
Abstract | Download: 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
Abstract | Download: PDF (2937KB) ( 69 )
 
 

A Study on Solution Strategy of Opinion-Problems in Machine Reading Comprehension Hot!

DUAN Liguo, GAO Jianying, LI Aiping
. 2019, 33 (10): 81-89
Abstract | Download: PDF (4708KB) ( 47 )
 
 

Abstractive Summarization Based on Hierarchical Structure

WU Renshou, ZHANG Yifei, WANG Hongling, ZHANG Ying
. 2019, 33 (10): 90-98
Abstract | Download: 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
Abstract | Download: PDF (2967KB) ( 32 )
 
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
Abstract | Download: PDF (2799KB) ( 46 )
 
 

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
Abstract | Download: PDF (1673KB) ( 67 )
 
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
Abstract | Download: 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
Abstract | Download: PDF (3748KB) ( 48 )
 
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