HEEL: exploratory entity linking for heterogeneous information networks
Sign Up to like & getrecommendations! Published in 2019 at "Knowledge and Information Systems"
DOI: 10.1007/s10115-019-01354-1
Abstract: A heterogeneous information network (HIN) is a ubiquitous data model, consisting of multiple types of entities and relations. Names of entities in HINs are inherently ambiguous, making it difficult to fully disambiguate a HIN. In… read more here.
Keywords: heterogeneous information; heel exploratory; exploratory entity; entity ... See more keywords
Entity Linking on Chinese Microblogs via Deep Neural Network
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DOI: 10.1109/access.2018.2833153
Abstract: Entity linking is the task of mapping mentions in text to target knowledge base, which is crucial to knowledge-base-related tasks such as knowledge fusion and knowledge base construction. Although English-oriented entity linking task has undergone… read more here.
Keywords: deep neural; mention entity; entity; entity linking ... See more keywords
A Novel Approach for Analyzing Entity Linking Between Words and Entities for a Knowledge Base Using an Attention-Based Bilinear Joint Learning and Weighted Summation Model
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DOI: 10.1109/access.2019.2962307
Abstract: Entity linking (EL) is a task about natural language that links mentions of entities in text to corresponding entities that are in a knowledge base. Potential applications include question-answering systems, information extraction and knowledge base… read more here.
Keywords: knowledge base; entities knowledge; approach; model ... See more keywords
Enhancing unsupervised medical entity linking with multi-instance learning
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DOI: 10.1186/s12911-021-01654-z
Abstract: A lot of medical mentions can be extracted from a huge amount of medical texts. In order to make use of these medical mentions, a prerequisite step is to link those medical mentions to a… read more here.
Keywords: instance learning; entity; entity linking; multi instance ... See more keywords
Survey on English Entity Linking on Wikidata: Datasets and approaches
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DOI: 10.3233/sw-212865
Abstract: Wikidata is a frequently updated, community-driven, and multilingual knowledge graph. Hence, Wikidata is an attractive basis for Entity Linking, which is evident by the recent increase in published papers. This survey focuses on four subjects:… read more here.
Keywords: entity; entity linking; approaches survey; linking approaches ... See more keywords
Instance level analysis on linked open data connectivity for cultural heritage entity linking and data integration
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DOI: 10.3233/sw-223026
Abstract: In cultural heritage, many projects execute Named Entity Linking (NEL) through global Linked Open Data (LOD) references in order to identify and disambiguate entities in their local datasets. It allows users to obtain extra information… read more here.
Keywords: cultural heritage; quality; linked open; integration ... See more keywords
An Entity Linking Algorithm Derived from Graph Convolutional Network and Contextualized Semantic Relevance
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14102060
Abstract: In the era of big data, a large amount of unstructured text data springs up every day. Entity linking involves relating the mentions found in the texts to the corresponding entities, which stand for objective… read more here.
Keywords: linking algorithm; relevance; graph convolutional; entity ... See more keywords