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Reddit entity linking dataset [PDF]
Information Processing & Management, 2021 20 pages and 4 ...
Nicholas Botzer +2 more
openaire +4 more sources
Entity Linking: An Issue to Extract Corresponding Entity With Knowledge Base
IEEE Access, 2018 Entity linking is a task to extract query mentions in documents, and then link them to their corresponding entities in a knowledge base. It can improve the performances of knowledge network construction, knowledge fusion, information retrieval, natural ...
Gongqing Wu, Ying He, Xuegang Hu
doaj +3 more sources
Neural Collective Entity Linking
, 2018 Entity Linking aims to link entity mentions in texts to knowledge bases, and neural models have achieved recent success in this task. However, most existing methods rely on local contexts to resolve entities independently, which may usually fail due to the data sparsity of local information.
CAO, Yixin +3 more
openaire +3 more sources
An overview of biomedical entity linking throughout the years. [PDF]
J Biomed Inform, 2023 French E, McInnes BT.
europepmc +2 more sources
Short Text Entity Linking Method Based on Multi-Task Learning [PDF]
Jisuanji gongcheng, 2022 Entity linking is an important means to clarify the entity reference in the text, and the rise of the knowledge graph has prompted the development of entity linking technology, including playing an important role in question answering and information ...
ZHAN Fei, ZHU Yanhui, LIANG Wentong, ZHANG Xu, OUYANG Kang, KONG Lingwei, HUANG Yalin
doaj +1 more source
Entity Relation Linking Based on Feature Joint and Multi-Attention [PDF]
Jisuanji gongcheng, 2022 As the core component of question answering over knowledge base, entity linking and relation linking are often used as two independent tasks to connect the natural language questions to knowledge base information, which ignores the mutual influence ...
FU Lin, LIU Zhao, QIU Chen, GAO Feng
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Entity Linking Based on Local Attention Mechanism for Chinese Short Text [PDF]
Jisuanji gongcheng, 2021 Entity linking is an effective method for strengthening semantic understanding and linking knowledge information to the text.However,the accuracy of most existing models in understanding the context is limited by the text length,so entity linking for ...
ZHANG Shengqi, WANG Yuanlong, LI Ru, WANG Xiaoyue, WANG Xiaohui, YAN Zhichao
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NAMED ENTITY DISAMBIGUATION: A HYBRID APPROACH [PDF]
International Journal of Computational Intelligence Systems, 2012 Semantic annotation of named entities for enriching unstructured content is a critical step in development of Semantic Web and many Natural Language Processing applications.
HienT. Nguyen, TruH. Cao
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Entity Linking Method for Chinese Short Text Based on Siamese-Like Network
Information, 2022 Entity linking plays a fundamental role in knowledge engineering and data mining and is the basis of various downstream applications such as content analysis, relationship extraction, question and answer.
Yang Zhang, Jin Liu, Bo Huang, Bei Chen
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Improving Entity Linking by Introducing Knowledge Graph Structure Information
Applied Sciences, 2022 Entity linking involves mapping ambiguous mentions in documents to the correct entities in a given knowledge base. Most of the current methods are a combination of local and global models.
Qijia Li +6 more
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