--2022, 36 (3) Published: 20 April 2022

Language Analysis and Calculation

Identification of Chinese Macro Discourse Structure with Global and Local Information

FAN Yaxin, JIANG Feng, ZHU Qiaoming, CHU Xiaomin, LI Peifeng

. 2022, 36 (3): 1-9
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A Multi-Granularity Semantic Interaction Understanding Network for Humor Level Recognition

ZHANG Jinhui, ZHANG Shaowu, LIN Hongfei, FAN Xiaochao, YANG Liang

. 2022, 36 (3): 10-18
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PDF (3647KB) ( 218 )

Cross-lingual Data Augmentation Based Event Coreference Resolution

CHENG Haoyi, LI Peifeng, ZHU Qiaoming

. 2022, 36 (3): 19-26
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PDF (1670KB) ( 112 )

Ethnic Language Processing and Cross Language Processing

An End-to-End Acoustic Modeling Approach to Mongolian Heteromorphic Homophones

CHEN Yan, LI Tuya, MA Zhiqiang, XIE Xiulan , WANG Hongbin

. 2022, 36 (3): 27-35
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PDF (2853KB) ( 161 )

A Chinese and Vietnamese Cross-lingual Sentiment Classification Model Incorporating Topic Features

SHI Yixue, YU Zhengtao, XIANG Yan, ZHANG Yafei

. 2022, 36 (3): 36-44
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PDF (4819KB) ( 98 )

Evaluation Method of Text Generation Based on Multi-granularity Features

LAI Hua, GAO Yumeng, HUANG Yuxin, YU Zhengtao, ZHANG Yongbing

. 2022, 36 (3): 45-53,63
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PDF (4279KB) ( 83 )

Information Extraction and Text Mining

Named Entity Recognition for Process Text

JIA Meng, WANG Peiyan, ZHANG Guiping, CAI Dongfeng

. 2022, 36 (3): 54-63
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PDF (2128KB) ( 297 )

Named Entity Recognition Based on Two Highway Networks

CHEN Chun, LI Mingyang, KONG Fang

. 2022, 36 (3): 64-72
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PDF (1589KB) ( 82 )

Cross-Domain NER Using Automatically Partial-annotated Data

FANG Yewei, WANG Mingtao, CHEN Wenliang, ZHANG Yitian, ZHANG Min

. 2022, 36 (3): 73-81,90
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PDF (3099KB) ( 71 )

Rule-BertAtten Based Quote Attribution for Chinese Novels

WANG Zi, WANG Yulong, LIU Tongcun, LI Wei, LIAO Jianxin

. 2022, 36 (3): 82-90
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PDF (4539KB) ( 97 )

Question Answering and Dialogue System

Adaptive Optimization Method of Pre-trained Language Model for Question Generation

SU Yulan, HONG Yu, ZHU Hongyu, WU Kaili, ZHANG Min

. 2022, 36 (3): 91-100
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PDF (1053KB) ( 139 )

Position-awared Conversation Generation Model with Emotion Contrlled

YANG Rui, MA Zhiqiang, WANG Chunyu, SI Qin

. 2022, 36 (3): 101-108
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PDF (1640KB) ( 61 )

Information Retrieval and Question Answering

BERTCA Based Semantic Relevance Model for News Entity and Text

XIANG Junyi, HU Huijun, LIU Maofu, MAO Ruibin

. 2022, 36 (3): 109-119
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PDF (1891KB) ( 88 )

Recommendation Algorithm of Joint Matrix Factorization of Multi-Layer Attention

LI Jianhong, HUANG Yafan, WANG Chengjun, DING Yunxia, ZHENG Wenjun,
LI Jianhua, QIAN Fulan, ZHAO Xin

. 2022, 36 (3): 120-127
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PDF (1411KB) ( 166 )

Sentiment Analysis and Social Computing

Senti-PG-MMR: Research on Generation Method of Sentimental Summary of Multi-document Travel Notes

LIANG Mengying, LI Deyu, WANG Suge, LIAO Jian, ZHENG Jianxing, CHEN Qian

. 2022, 36 (3): 128-135
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PDF (2510KB) ( 95 )

Aspect Terms Extraction Based on Multiple Attention Mechanisms

ZHANG Mingfang, XIANG Yan, SHAO Dangguo, XIONG Xin

. 2022, 36 (3): 136-145
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PDF (1898KB) ( 71 )

Graph Convolution Overattention (ASGCN-AOA) Model for Specific Aspects of Sentiment Analysis

XIA Hongbin, GU Yan, LIU Yuan

. 2022, 36 (3): 146-153
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Social Emergency Event Judgement Based on BiLSTM-CRF

HU Huijun, WANG Cong, DAI Jianhua, LIU Maofu

. 2022, 36 (3): 154-161
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PDF (2371KB) ( 82 )

Second Instance Judgement Prediction Based on Sequential Multi-task Learning

HAN Xiaohui, WANG Wentong, SONG Lianxin, LIU Guangqi, CUI Chaoran, YIN Yilong

. 2022, 36 (3): 162-172
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PDF (2910KB) ( 58 )