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  --2019, 33 (5)   Published: 17 May 2019
 
Survey
 

A Survey to Text Summarization: Popular Datasets and Methods

HOU Shengluan, ZHANG Shuhan, FEI Chaoqun
. 2019, 33 (5): 1-16
Abstract | Download: PDF (1655KB) ( 163 )
 
Language Analysis and Calculation
 

Design and Research on Chinese Word Embedding Model Based on Strokes

ZHAO Haoxin, YU Jingsong, LIN Jie
. 2019, 33 (5): 17-23
Abstract | Download: PDF (1815KB) ( 75 )
 
 

A Bridge-based Lexicon Learning Method for Semantic Parsing

CHEN Bo, SUN Le, HAN Xianpei
. 2019, 33 (5): 24-30
Abstract | Download: PDF (2276KB) ( 71 )
 
 

Linguistic Features Enhanced Convolutional Neural Networks for Irony Recognition

LU Xin, LI Yang, WANG Suge
. 2019, 33 (5): 31-38
Abstract | Download: PDF (1880KB) ( 79 )
 
 

GMN-based Nuclearity Recognition in Chinese Discourse

WANG Tishuang, LI Peifeng, ZHU Qiaoming
. 2019, 33 (5): 39-46
Abstract | Download: PDF (2008KB) ( 49 )
 
 

Implicit Discourse Relation Analysis Based on Multi-task Bi-LSTM

TIAN Wenhong, GAO Yinquan, HUANG Houwen, LI Zaiwan, ZHANG Zhaoyang
. 2019, 33 (5): 47-53
Abstract | Download: PDF (1548KB) ( 55 )
 
 

Regularized Cross-validation Method for Text Data Sets

WANG Ruibo, WANG Yu, LI Jihong
. 2019, 33 (5): 54-65
Abstract | Download: PDF (2088KB) ( 54 )
 
Knowledge Representatoin and Acquisition
 

An End-to-End Method of Entity Description Generation with Multi-hop Facts on Knowledge Bases

MENG Qingsong, ZHANG Xiang, HE Shizhu, LIU Kang, ZHAO Jun
. 2019, 33 (5): 66-74
Abstract | Download: PDF (2364KB) ( 49 )
 
Machine Translation
 

Integrating Glyph Features of Chinese Character into Chinese-English Neural Machine Translation Model

CAI Zilong, XIONG Deyi
. 2019, 33 (5): 75-81
Abstract | Download: PDF (2876KB) ( 49 )
 
Informaton Extraction and Text Mining
 

Frame Semantics Based Training Data Expansion for Supervised Event Detecting

ZHANG Jingli, ZHOU Wenxuan, HONG Yu, YAO Jianmin, ZHOU Guodong, ZHU Qiaoming
. 2019, 33 (5): 82-92,131
Abstract | Download: PDF (2099KB) ( 48 )
 
 

Text Structure Oriented Hybrid Hierarchical Attention Networks for Topic Classification

CHE Lei, YANG Xiaoping, WANG Liang, LIANG Tianxin, HAN Zhenyuan
. 2019, 33 (5): 93-102,112
Abstract | Download: PDF (5857KB) ( 50 )
 
 

Research on Web Page Information Extraction Based on Visual Features

WANG Xianfa, GUO Yan, LIU Yue, YU Xiaoming, CHENG Xueqi
. 2019, 33 (5): 103-112
Abstract | Download: PDF (3055KB) ( 64 )
 
Question Answering,Dialogue System and Machine Reading Comprehension
 

A Chinese Conversation Model Using Pinyin for Dimension Reduction

WU Bangyu, ZHOU Yue, ZHAO Qunfei, ZHANG Pengzhu
. 2019, 33 (5): 113-121
Abstract | Download: PDF (3933KB) ( 43 )
 
 

Questions Intent Classification Based on Dual Channel Convolutional Neural Network

YANG Zhiming, WANG Laiqi, WANG Yong
. 2019, 33 (5): 122-131
Abstract | Download: PDF (2538KB) ( 55 )
 
Sentiment Analysis and Social Computing
 

Imbalanced Emotion Classification Based on Word Vector Pre-training

LIN Huaiyi, LIU Zhen, CHAI Yumei, LIU Tingting, CHAI Yanjie
. 2019, 33 (5): 132-142
Abstract | Download: PDF (1384KB) ( 107 )
 
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