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  --2021, 35 (3)   Published: 16 April 2021
 
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Applications of Graph Neural Network for Natural Language Processing

CHEN Yulong, FU Qiankun, ZHANG Yue
. 2021, 35 (3): 1-23
Abstract | Download: PDF (18339KB) ( 412 )
 
 

A Survey of Automatic Evaluation of Chatbots Based on Generative Models

ZHANG Lu, LI Zhuohuan, YIN Xucheng, JIN Zanxia
. 2021, 35 (3): 24-42
Abstract | Download: PDF (3972KB) ( 58 )
 
Machine Translation
 

Chinese-Vietnamese Unsupervised Neural Machine Translation Based on EMD Minimal Bilingual Dictionary

XUE Mingya, YU Zhengtao, WEN Yonghua, YU Zhiqiang
. 2021, 35 (3): 43-50
Abstract | Download: PDF (2584KB) ( 18 )
 
 

Improving Unsupervised Neural Machine Translation with Quality Estimation

XU Jia, YE Na, ZHANG Guiping, LI Tianyu
. 2021, 35 (3): 51-59
Abstract | Download: PDF (2124KB) ( 15 )
 
 

Does Encoder of Neural Machine Translation Learn Semantic Information?

XU Dongqin, LI Junhui, GONG Zhengxian
. 2021, 35 (3): 60-68,77
Abstract | Download: PDF (2197KB) ( 49 )
 
Information Extraction and Text Mining
 

Relation Classification Based on Information Enhanced BERT

WAN Ying, SUN Lianying, ZHAO Ping, WANG Jinfeng, TU Shuai
. 2021, 35 (3): 69-77
Abstract | Download: PDF (2527KB) ( 19 )
 
 

Abstractive Summarization Using Text Structure and Graph Convolution Network

WEI Wenjie, WANG Hongling, WANG Zhongqing
. 2021, 35 (3): 78-87
Abstract | Download: PDF (2792KB) ( 34 )
 
 

A BERT Based Reordering Method for Clinical Operation Term Normalization

CHEN Mosha, QIU Wei, TAN Chuanqi
. 2021, 35 (3): 88-93
Abstract | Download: PDF (1154KB) ( 15 )
 
 

Overview of the CHIP2019 Shared Task Track1: Normalization of Chinese Clinical Terminology

HUANG Yuanhang, JIAO Xiaokang, TANG Buzhou, CHEN Qingcai, YAN Jun,
. 2021, 35 (3): 94-99
Abstract | Download: PDF (1135KB) ( 13 )
 
 

Medical Question Appeal Classification Based on Reinforcement Learning

WU Hao, HUANG Degen, LIN Xiaohui
. 2021, 35 (3): 100-106
Abstract | Download: PDF (1370KB) ( 10 )
 
 

A Fusion Network for Chinese News Text Classification

HU Yulan, ZHAO Qingshan, CHEN Li, NIU Yongjie
. 2021, 35 (3): 107-114
Abstract | Download: PDF (1485KB) ( 17 )
 
Sentiment Analysis and Social Computing
 

Sentiment Analysis Based on Hybrid Model of ELMo and Transformer

ZHAO Yaou, ZHANG Jiachong, LI Yibin, WANG Yukui
. 2021, 35 (3): 115-124
Abstract | Download: PDF (1715KB) ( 22 )
 
 

Intention Detection of Customer's Call

ZHAO Ning, XU Junli, XU Yanghang, XUE Chao, TAN Naiyu
. 2021, 35 (3): 125-133
Abstract | Download: PDF (2876KB) ( 15 )
 
 

Graph Convolution Network for Sentiment Classification via User and Product Information

WANG Qifa, ZHOU Min, WANG Zhongqing, LI Shoushan, ZHOU Guodong
. 2021, 35 (3): 134-142
Abstract | Download: PDF (1654KB) ( 21 )
 
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