DISAMBIGUATION

作品数：30被引量：24H指数：2
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相关领域：自动化与计算机技术更多>>
相关作者：孔繁胜王瑞琴陆正海陈宣荣更多>>
相关机构：电子科技大学华中师范大学温州大学浙江大学更多>>
相关期刊：《Journal of Software Engineering and Applications》《Chinese Journal of Electronics》《通讯和计算机（中英文版）》《Journal of Management Analytics》更多>>
相关基金：国家自然科学基金国家高技术研究发展计划北京市自然科学基金国家重点基础研究发展计划更多>>
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A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation
《Machine Intelligence Research》2024年第4期801-814,共14页Feng Sun Ming-Kun Xie Sheng-Jun Huang 
In this paper,we study the partial multi-label(PML)image classification problem,where each image is annotated with a candidate label set consisting of multiple relevant labels and other noisy labels.Existing PML metho...
关键词：Partial multi-label image classification curriculum-based disambiguation consistency regularization label difficulty candidatelabel set. 
A Tibetan Sentence Boundary Disambiguation Model Considering the Components on Information on Both Sides of Shad被引量：1
《Tsinghua Science and Technology》2023年第6期1085-1100,共16页Fenfang Li Hui Lv Yiming Gao Dolha Yan Li Qingguo Zhou 
This work was supported by the National Key R&D Program of China(No.2020YFC0832500);the Ministry of Education-China Mobile Research Foundation(No.MCM20170206);the Fundamental Research Funds for the Central Universities(Nos.lzujbky-2022-kb12,lzujbky-2021-sp43,lzujbky-2020-sp02,lzujbky-2019-kb51,and lzujbky-2018-k12);the National Natural Science Foundation of China(No.61402210);the Science and Technology Plan of Qinghai Province(No.2020-GX-164);the Google Research Awards and Google Faculty Award,the Provincial Science and Technology Plan(Major Science and Technology Projects-Open Solicitation)(No.22ZD6GA048);the Gansu Provincial Science and Technology Major Special Innovation Consortium Project(No.21ZD3GA002);the Gansu Province Green and Smart Highway Key Technology Research and Demonstration。
Sentence Boundary Disambiguation(SBD)is a preprocessing step for natural language processing.Segmenting text into sentences is essential for Deep Learning(DL)and pretraining language models.Tibetan punctuation marks m...
关键词：Sentence Boundary Disambiguation(SBD) punctuation marks ambiguity Bidirectional Long Short-Term Memory(Bi-LSTM)model 
Distributed Active Partial Label Learning
《Intelligent Automation & Soft Computing》2023年第9期2627-2650,共24页Zhen Xu Weibin Chen 
supported by the National Natural Science Foundation of China(62201398);Natural Science Foundation of Zhejiang Province(LY21F020001),Science and Technology Plan Project of Wenzhou(ZG2020026).
Active learning(AL)trains a high-precision predictor model from small numbers of labeled data by iteratively annotating the most valuable data sample from an unlabeled data pool with a class label throughout the learn...
关键词：Active learning partial label learning distributed processing disambiguation-free strategy 
Label correlation for partial label learning
《Journal of Systems Engineering and Electronics》2022年第5期1043-1051,共9页GE Lingchi FANG Min LI Haikun CHEN Bo 
supported by the National Natural Science Foundation of China(62176197,61806155);the National Natural Science Foundation of Shaanxi Province(2020GY-062).
Partial label learning aims to learn a multi-class classifier,where each training example corresponds to a set of candidate labels among which only one is correct.Most studies in the label space have only focused on t...
关键词：pattern recognition partial label learning label correlation DISAMBIGUATION 
Integrating Manifold Knowledge for Global Entity Linking with Heterogeneous Graphs被引量：2
《Data Intelligence》2022年第1期20-40,共21页Zhibin Chen Yuting Wu Yansong Feng Dongyan Zhao 
supported in part by the National Key R&D Program of China(No.2020AAA0106600);the Key Laboratory of Science,Technology and Standard in Press Industry(Key Laboratory of Intelligent Press Media Technology)
Entity Linking(EL)aims to automatically link the mentions in unstructured documents to corresponding entities in a knowledge base(KB),which has recently been dominated by global models.Although many global EL methods ...
关键词：Entity linking Heterogeneous graph Graph neural network Entity disambiguation Knowledge base 
Partial Label Learning via Conditional-Label-Aware Disambiguation
《Journal of Computer Science & Technology》2021年第3期590-605,共16页Peng Ni Su-Yun Zhao Zhi-Gang Dai Hong Chen Cui-Ping Li 
supported by the National Key Research&Develop Plan of China under Grant Nos.2017YFB1400700 and 2018YFB1004401;the National Natural Science Foundation of China under Grant Nos.61732006,61702522,61772536,61772537,62076245,and 62072460;Beijing Natural Science Foundation under Grant No.4212022。
Partial label learning is a weakly supervised learning framework in which each instance is associated with multiple candidate labels,among which only one is the ground-truth label.This paper proposes a unified formula...
关键词：DISAMBIGUATION partial label learning similarity and dissimilarity weak supervision 
Focus-sensitive relation disambiguation for implicit discourse relation detection
《Frontiers of Computer Science》2019年第6期1266-1281,共16页Yu HONG Siyuan DING Yang XU Xiaoxia JIANG Yu WANG Jianmin YAO Qiaoming ZHU Guodong ZHOU 
supported by the National Natural Science Foundation of China(Grant Nos.61672368,61373097,61672367,61331011);the Research Foundation of the Ministry of Education and China Mobile(MCM20150602);Natural Science Foundation of Jiangsu(BK20151222).
We study implicit discourse relation detection,which is one of the most challenging tasks in the field of discourse analysis.We specialize in ambiguous implicit discourse relation,which is an imperceptible linguistic ...
关键词：Implicit discourse relation focus-sensitive implicit relation disambiguation topic-driven focus identification 
A Multi-match Approach to the Author Uncertainty Problem
《Journal of Data and Information Science》2019年第2期1-18,共18页Stephen F.Carley Alan L.Porter Jan L.Youtie 
support from the US National Science Foundation under Award 1645237
Purpose: The ability to identify the scholarship of individual authors is essential for performance evaluation. A number of factors hinder this endeavor. Common and similarly spelled surnames make it difficult to isol...
关键词：NAME DISAMBIGUATION AUTHOR identifiers Multi-match APPROACH 
Named Entity Disambiguation Based on Classified and Structural Semantic Relatedness被引量：1
《Chinese Journal of Electronics》2018年第6期1176-1182,共7页CHAI Mingke LI Dongmei ZHUANG Tingting YANG Shuyi 
supported by the National Natural Science Foundation of China(No.61772078);the Fundamental Research Funds for the Central Universities(No.TD2014-02);Beijing Undergraduate Training Programs for Innovation and Entrepreneurship(No.201610022063)
Named entity disambiguation is presented to solve the problem of name ambiguity. Traditional disambiguation methods merely use the word frequency to calculate the weights of attributes, yet ignore the important inform...
关键词：Named entity disambiguation Classified semantic relatedness Structured semantic relatedness Clustered disambiguation 
An easy-to-use evaluation framework for benchmarking entity recognition and disambiguation systems被引量：1
《Frontiers of Information Technology & Electronic Engineering》2017年第2期195-205,共11页Hui CHEN Bao-gang WEI Yi-ming LI Yong-huai LIU Wen-hao ZHU 
Project supported by the National Natural Science Foundation of China （No. 61572434）, the China Knowledge Centre for Engineering Sciences and Technology （No. CKC-EST-2015-2-5）, and the Specialized Research Fund for the Doctoral Program of Higher Education （SRFDP）, China （No. 20130101110-136）
Entity recognition and disambiguation （ERD） is a crucial technique for knowledge base population and information extraction. In recent years, numerous papers have been published on this subject, and various ERD syst...
关键词：Entity recognition and disambiguation （ERD） Evaluation framework Information extraction 
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