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2022 Vol. 36, No. 6
Published: 25 July 2022

Survey
Machine Translation
Information Extraction and Text Mining
NLP Application
Ethnic Language Processing and Cross Language Processing
Machine Reading Comprehension
Information Retrieval
Natural Language Generation
   
 
       Survey
1 Document AI: Benchmarks, Models and Applications
CUI Lei, XU Yiheng, LYU Tengchao, WEI Furu
2022 Vol. 36 (6): 1-19 [Abstract] ( 530 ) HTML (1 KB)  PDF  (5178 KB)  ( 885 )
20 Recent Advances of Chinese Named Entity Recognition Based on Deep Learning
ZHANG Rujia, DAI Lu, WANG Bang, GUO Peng
2022 Vol. 36 (6): 20-35 [Abstract] ( 256 ) HTML (1 KB)  PDF  (12804 KB)  ( 580 )
       Machine Translation
36 Enhancing Neural Machine Translations with Pre-Defined Bilingual Pairs
WANG Tao, XIONG Deyi
2022 Vol. 36 (6): 36-43 [Abstract] ( 100 ) HTML (1 KB)  PDF  (1536 KB)  ( 269 )
44 Low Resource Neural Machine Translation with Enhanced Representation of Rare Words
ZHU Junguo, YANG Fuan, YU Zhengtao, ZOU Xiang, ZHANG Zefeng
2022 Vol. 36 (6): 44-51 [Abstract] ( 88 ) HTML (1 KB)  PDF  (1941 KB)  ( 220 )
       Ethnic Language Processing and Cross Language Processing
52 CNN-CTC Based Layer Transfer Model for Mongolian Speech Recognition
LYU Haotian, MA Zhiqiang, WANG Hongbin, XIE Xiulan
2022 Vol. 36 (6): 52-60 [Abstract] ( 86 ) HTML (1 KB)  PDF  (2700 KB)  ( 167 )
61 A Structure Enhanced Multi-channel Approach to Noun Phrase Identification for Lao Language
TANG Lixin, ZHOU Lanjiang, ZHANG Li, ZHANG Jian‘an
2022 Vol. 36 (6): 61-68,89 [Abstract] ( 67 ) HTML (1 KB)  PDF  (2033 KB)  ( 155 )
       Information Extraction and Text Mining
69 Unsupervised Low-resource Name Entities Recognition in Electric Power Domain
LIU Yin, ZHANG Kai, WANG Huijian, YANG Guanqun
2022 Vol. 36 (6): 69-79 [Abstract] ( 100 ) HTML (1 KB)  PDF  (15305 KB)  ( 185 )
80 Identification of the Interactive Argument Pairs Between the Prosecution and the Defense in the Judgment Documents
ZHANG Hu, JI Ze, WANG Yujie, LI Ru
2022 Vol. 36 (6): 80-89 [Abstract] ( 60 ) HTML (1 KB)  PDF  (6529 KB)  ( 190 )
90 Named Entity Recognition in Traditional Chinese Medicine Books Combining Semi-supervised Learning and Rule-based Approach
BAO Zhenshan, SONG Bingyan, ZHANG Wenbo, SUN Chao
2022 Vol. 36 (6): 90-100 [Abstract] ( 90 ) HTML (1 KB)  PDF  (3703 KB)  ( 292 )
101 Overview of CHIP 2020 Shared Task 2: Entity and Relation Extraction in Chinese Medical Text
GAN Zifa, ZAN Hongying, GUAN Tongfeng, LI Wenxin, ZHANG Huan, ZHU Tiantian, SUI Zhifang, CHEN Qingcai
2022 Vol. 36 (6): 101-108 [Abstract] ( 112 ) HTML (1 KB)  PDF  (1487 KB)  ( 332 )
       Machine Reading Comprehension
109 Evidence Sentence Extraction for Reading Comprehension Based on Multi-module
JI Yu, WANG Xiaoyue, LI Ru, GUO Shaoru, GUAN Yong
2022 Vol. 36 (6): 109-116 [Abstract] ( 88 ) HTML (1 KB)  PDF  (5578 KB)  ( 164 )
117 Adaptive Knowledge Selection for Machine Reading Comprehension
LI Zezheng, TIAN Zhixing, ZHANG Yuanzhe, LIU Kang, ZHAO Jun
2022 Vol. 36 (6): 117-124 [Abstract] ( 74 ) HTML (1 KB)  PDF  (4267 KB)  ( 172 )
       Information Retrieval
125 A Recommendation Method Combining Tag and Knowledge Graph
JI Xinting, NUO Minghua
2022 Vol. 36 (6): 125-134 [Abstract] ( 92 ) HTML (1 KB)  PDF  (2370 KB)  ( 235 )
135 Retrieval of Similar Questions from Chinese MedicalQuestion Answering Websites
WANG Baocheng, LIU Lijun, HUANG Qingsong
2022 Vol. 36 (6): 135-145 [Abstract] ( 95 ) HTML (1 KB)  PDF  (6249 KB)  ( 225 )
       Natural Language Generation
146 A Chinese Summary Generation Method Incorporating Sememes
CUI Zhuo, LI Honglian, ZHANG Le, LYU Xueqiang
2022 Vol. 36 (6): 146-154 [Abstract] ( 82 ) HTML (1 KB)  PDF  (2537 KB)  ( 299 )
       NLP Application
155 Automatic Push of Spoken Chinese Learning Materials Based on Word Clustering
YANG Bingbing, ZHAO Huizhou, WANG Zhimin
2022 Vol. 36 (6): 155-161 [Abstract] ( 71 ) HTML (1 KB)  PDF  (3345 KB)  ( 206 )
162 Poet Code:Authorship Attribution for Poetry in Tang Dynasty
ZHOU Ai, SANG Chen, ZHANG Yijia, LU Mingyu
2022 Vol. 36 (6): 162-170 [Abstract] ( 107 ) HTML (1 KB)  PDF  (5136 KB)  ( 207 )
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