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Automatically building large-scale named entity recognition corpora from Chinese Wikipedia
Jie ZHOU,Bi-cheng LI,Gang CHEN
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 11, Pages 940-956 doi: 10.1631/FITEE.1500067
Keywords: NER corpora Chinese Wikipedia Entity classification Domain adaptation Corpus selection
Named entity recognition for Chinese construction documents based on conditional random field
Frontiers of Engineering Management 2023, Volume 10, Issue 2, Pages 237-249 doi: 10.1007/s42524-021-0179-8
Keywords: NER NLP Chinese language construction document
Improving entity linking with two adaptive features Research Article
Hongbin ZHANG, Quan CHEN, Weiwen ZHANG
Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 11, Pages 1620-1630 doi: 10.1631/FITEE.2100495
(EL) is a fundamental task in natural language processing. Based on neural networks, existing systems pay more attention to the construction of the , but ignore latent semantic information in the and the acquisition of effective information. In this paper, we propose two , in which the first adaptive feature enables the local and s to capture latent information, and the second adaptive feature describes effective information for embeddings. These can work together naturally to handle some uncertain information for EL. Experimental results demonstrate that our EL system achieves the best performance on the AIDA-B and MSNBC datasets, and the best average performance on out-domain datasets. These results indicate that the proposed , which are based on their own diverse contexts, can capture information that is conducive for EL.
Keywords: Entity linking Local model Global model Adaptive features Entity type
Asghar RAHMATI,Lohrasb FARAMARZI,Manouchehr SANEI
Frontiers of Structural and Civil Engineering 2014, Volume 8, Issue 4, Pages 448-455 doi: 10.1007/s11709-014-0262-x
Keywords: JH classification Q and RMR classification new method
Entity and relation extraction with rule-guided dictionary as domain knowledge
Frontiers of Engineering Management Pages 610-622 doi: 10.1007/s42524-022-0226-0
Keywords: entity extraction relation extraction prior knowledge domain rule
Molecular classification and precision therapy of cancer: immune checkpoint inhibitors
Yingyan Yu
Frontiers of Medicine 2018, Volume 12, Issue 2, Pages 229-235 doi: 10.1007/s11684-017-0581-0
Keywords: molecular classification precision medicine pembrolizumab PD-1/PD-L1 MSI-H
Yuan Hui,Wang Fengshan,Xu Jiheng,Fu Chengqun
Strategic Study of CAE 2013, Volume 15, Issue 5, Pages 106-112
Keywords: protective engineering component design quality entity model intuitionistic fuzzy sets superiority
An approach for mechanical fault classification based on generalized discriminant analysis
LI Wei-hua, SHI Tie-lin, YANG Shu-zi
Frontiers of Mechanical Engineering 2006, Volume 1, Issue 3, Pages 292-298 doi: 10.1007/s11465-006-0022-2
Keywords: generalized discriminant non-separable abnormality classification multi-faults classification
A network security entity recognition method based on feature template and CNN-BiLSTM-CRF Research Papers
Ya QIN, Guo-wei SHEN, Wen-bo ZHAO, Yan-ping CHEN, Miao YU, Xin JIN
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 6, Pages 872-884 doi: 10.1631/FITEE.1800520
Keywords: Network security entity Security knowledge graph (SKG) Entity recognition Feature template Neural network
EAI-oriented information classification code system in manufacturing enterprises
WANG Junbiao, DENG Hu, JIANG Jianjun, YANG Binghong, WANG Bailing
Frontiers of Mechanical Engineering 2008, Volume 3, Issue 1, Pages 81-85 doi: 10.1007/s11465-008-0011-8
Keywords: EAI EAIO-ICCS management classification connotation
K. Sathish KUMAR, T. JAYABARATHI
Frontiers in Energy 2012, Volume 6, Issue 4, Pages 394-402 doi: 10.1007/s11708-012-0211-0
Keywords: machines (SVM) structural risk minimization (SRM) equivalent capacity margin (ECM) restoration fault classification
Progress on molecular biomarkers and classification of malignant gliomas
Chuanbao Zhang, Zhaoshi Bao, Wei Zhang, Tao Jiang
Frontiers of Medicine 2013, Volume 7, Issue 2, Pages 150-156 doi: 10.1007/s11684-013-0267-1
Keywords: malignant glioma molecular biomarker IDH1 MGMT molecular classification
Multiclass classification based on a deep convolutional
Ying CAI,Meng-long YANG,Jun LI
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 11, Pages 930-939 doi: 10.1631/FITEE.1500125
Keywords: Head pose estimation Deep convolutional neural network Multiclass classification
Xinjun LIU, Xiang CHEN, Zhidong LI
Frontiers of Mechanical Engineering 2012, Volume 7, Issue 2, Pages 199-209 doi: 10.1007/s11465-012-0315-6
Keywords: parallel kinematic machines (PKMs) modular design classification topology optimization and improved Guide-Weight
Arthrogryposis multiplex congenita: classification, diagnosis, perioperative care, and anesthesia
Lulu Ma,Xuerong Yu
Frontiers of Medicine 2017, Volume 11, Issue 1, Pages 48-52 doi: 10.1007/s11684-017-0500-4
Keywords: arthrogryposis amyoplasia distal arthrogryposis anesthesia
Title Author Date Type Operation
Automatically building large-scale named entity recognition corpora from Chinese Wikipedia
Jie ZHOU,Bi-cheng LI,Gang CHEN
Journal Article
Named entity recognition for Chinese construction documents based on conditional random field
Journal Article
Improving entity linking with two adaptive features
Hongbin ZHANG, Quan CHEN, Weiwen ZHANG
Journal Article
Development of a new method for RMR and Q classification method to optimize support system in tunneling
Asghar RAHMATI,Lohrasb FARAMARZI,Manouchehr SANEI
Journal Article
Molecular classification and precision therapy of cancer: immune checkpoint inhibitors
Yingyan Yu
Journal Article
A decision-making method about the design quality of component-based active load section entity model
Yuan Hui,Wang Fengshan,Xu Jiheng,Fu Chengqun
Journal Article
An approach for mechanical fault classification based on generalized discriminant analysis
LI Wei-hua, SHI Tie-lin, YANG Shu-zi
Journal Article
A network security entity recognition method based on feature template and CNN-BiLSTM-CRF
Ya QIN, Guo-wei SHEN, Wen-bo ZHAO, Yan-ping CHEN, Miao YU, Xin JIN
Journal Article
EAI-oriented information classification code system in manufacturing enterprises
WANG Junbiao, DENG Hu, JIANG Jianjun, YANG Binghong, WANG Bailing
Journal Article
Fault classification and reconfiguration of distribution systems using equivalent capacity margin method
K. Sathish KUMAR, T. JAYABARATHI
Journal Article
Progress on molecular biomarkers and classification of malignant gliomas
Chuanbao Zhang, Zhaoshi Bao, Wei Zhang, Tao Jiang
Journal Article
Multiclass classification based on a deep convolutional
Ying CAI,Meng-long YANG,Jun LI
Journal Article
Modular design of typical rigid links in parallel kinematic machines: Classification and topology optimization
Xinjun LIU, Xiang CHEN, Zhidong LI
Journal Article