--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
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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
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A Bridge-based Lexicon Learning Method for Semantic Parsing

CHEN Bo, SUN Le, HAN Xianpei

. 2019, 33 (5): 24-30
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Linguistic Features Enhanced Convolutional Neural Networks for Irony Recognition

LU Xin, LI Yang, WANG Suge

. 2019, 33 (5): 31-38
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GMN-based Nuclearity Recognition in Chinese Discourse

WANG Tishuang, LI Peifeng, ZHU Qiaoming

. 2019, 33 (5): 39-46
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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
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Regularized Cross-validation Method for Text Data Sets

WANG Ruibo, WANG Yu, LI Jihong

. 2019, 33 (5): 54-65
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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
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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
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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
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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
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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
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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
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PDF (3933KB) ( 43 )

Questions Intent Classification Based on Dual Channel Convolutional Neural Network

YANG Zhiming, WANG Laiqi, WANG Yong

. 2019, 33 (5): 122-131
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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
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PDF (1384KB) ( 107 )