--2022, 36 (12) Published: 17 January 2023

Survey

Social Bot Account Detection on Microblog: A Survey

ZHANG Xuan, LI Baobin

. 2022, 36 (12): 1-15
Abstract | Download:

PDF (4493KB) ( 59 )

Language Analysis and Calculation

Compound Sentence Relation Conversion Based on ERNIE-Gram and TinyBERT

YANG Jincai, CHEN Xuesong, HU Quan, CAI Xuxun

. 2022, 36 (12): 16-26
Abstract | Download:

PDF (8500KB) ( 42 )

Knowledge Enhanced Pre-trained Language Model for Textual Inference

XIONG Kai , DU Li, DING Xiao , LIU Ting, QIN Bing, FU Bo

. 2022, 36 (12): 27-35
Abstract | Download:

PDF (2149KB) ( 54 )

Chinese Grammar Error Detection Based on Data Enhancement and Multi-task Learning

XIE Haihua , CHEN Zhiyou , CHENG Jing , LYU Xiaoqing , TANG Zhi

. 2022, 36 (12): 36-43
Abstract | Download:

PDF (4967KB) ( 41 )

Language Resources Construction

A Domain Specific Chinese Reading Comprehension Data Set

SUN Yuefan, YANG Liang, LIN Yuan, XU Kan, LIN Hongfei

. 2022, 36 (12): 44-51
Abstract | Download:

PDF (3362KB) ( 38 )

Construction of a Finely-Grained Training Dataset for Chinese Semantic-Role Labeling

SONG Heng, CAO Cungen, WANG Ya , WANG Shi

. 2022, 36 (12): 52-66,73
Abstract | Download:

PDF (4689KB) ( 42 )

Knowledge Representation and Acquisition

Wenmai—A Probablistic-Like Association Reliable Chinese Knowledge Graph

LI Wenhao, LIU Wenchang, SUN Maosong, YI Xiaoyuan

. 2022, 36 (12): 67-73
Abstract | Download:

PDF (2680KB) ( 57 )

Heterogeneous Hypernetwork Representation Learning with the Translation Constraint

LIU Zhenguo, ZHU Yu, ZHAO Haixing, WANG Xiaoying, HUANG Jianqiang

. 2022, 36 (12): 74-84
Abstract | Download:

PDF (2609KB) ( 45 )

Ethnic Language Processing and Cross Language Processing

Pre-trained Language Model Based Tibetan Text Classification

AN Bo, LONG Congjun

. 2022, 36 (12): 85-93
Abstract | Download:

PDF (1390KB) ( 44 )

HRTNSC: Hybrid Representation-based Subjective and Objective Sentence Classification for Tibetan News

KONG Chunwei, LYU Xueqiang, ZHANG Le

. 2022, 36 (12): 94-103,114
Abstract | Download:

PDF (2056KB) ( 45 )

Information Extraction and Text Mining

Chinese Short Text Entity Linking Based on BERT and GCN

GUO Shiwei, MA Bo, MA Yupeng, YANG Yating

. 2022, 36 (12): 104-114
Abstract | Download:

PDF (3453KB) ( 42 )

An Improved Argument Extraction Method for Cultural Events Based on BERT

LIN Zhi, LI Yuan, WANG Qinglin

. 2022, 36 (12): 115-122
Abstract | Download:

PDF (1916KB) ( 61 )

Event Prediction Based on Event Evolutionary Graph and GCN

TANG Yan, CHEN Yi, ZHANG Zuowei

. 2022, 36 (12): 123-132
Abstract | Download:

PDF (3975KB) ( 35 )

A Long-term Memory Prediction Model for Language Learning via LSTM

YE Junyao, SU Jingyong, WANG Yaowei, XU Yong

. 2022, 36 (12): 133-138,148
Abstract | Download:

PDF (3022KB) ( 103 )

Patent Efficacy Phrase Recognition Based on Multiple Features

LUO Yixiong, LYU Xueqiang, YOU Xindong

. 2022, 36 (12): 139-148
Abstract | Download:

PDF (2110KB) ( 38 )

Sentiment Analysis and Social Computing

Multi-dimensional Emotion Regression via dimension-Label Information

TAN Xizi, ZHU Suyang, LI Shoushan, ZHOU Guodong

. 2022, 36 (12): 149-158
Abstract | Download:

PDF (1661KB) ( 43 )

Aspect-level Sentiment Classification Based on Double Channel Semantic Difference Network

ZENG Biqing, XU Mayi, YANG Jianhao, PEI Fenghua , GAN Zibang,
DING Meirong , CHENG Lianglun

. 2022, 36 (12): 159-172
Abstract | Download:

PDF (10749KB) ( 35 )

Dialog Sentiment Analysis with Multi-party Attention

CHEN Chen, ZHOU Xiabing, WANG Zhongqing, ZHANG Min

. 2022, 36 (12): 173-181
Abstract | Download:

PDF (2613KB) ( 34 )