Using knowledge base semantics in context-aware entity linking

CB El Vaigh, F Goasdoué, G Gravier… - Proceedings of the ACM …, 2019 - dl.acm.org
Entity linking is a core task in textual document processing, which consists in identifying the
entities of a knowledge base (KB) that are mentioned in a text. Approaches in the literature …

A novel path-based entity relatedness measure for efficient collective entity linking

CB El Vaigh, F Goasdoué, G Gravier… - The Semantic Web–ISWC …, 2020 - Springer
Collective entity linking is a core natural language processing task, which consists in jointly
identifying the entities of a knowledge base (KB) that are mentioned in a text exploiting …

Context-enhanced adaptive entity linking

F Ilievski, G Rizzo, M Van Erp, J Plu… - Proceedings of the …, 2016 - aclanthology.org
More and more knowledge bases are publicly available as linked data. Since these
knowledge bases contain structured descriptions of real-world entities, they can be exploited …

Entity linking to one thousand knowledge bases

N Gao, S Cucerzan - Advances in Information Retrieval: 39th European …, 2017 - Springer
We address the task of entity linking to multiple knowledge bases (KB). In particular, we
investigate the use of over one thousand domain-specific KBs derived from Wikia. com …

Robust entity linking via random walks

Z Guo, D Barbosa - Proceedings of the 23rd ACM International …, 2014 - dl.acm.org
Entity Linking is the task of assigning entities from a Knowledge Base to textual mentions of
such entities in a document. State-of-the-art approaches rely on lexical and statistical …

[PDF][PDF] Adel: Adaptable entity linking

J Plu, G Rizzo, R Troncy - Semantic Web Journal, 2019 - jplu.github.io
Four main challenges can cause numerous difficulties when developing an entity linking
system: i) the kind of textual documents to annotate (such as social media posts, video …

Fine-grained entity linking

H Rosales-Méndez, A Hogan, B Poblete - Journal of Web Semantics, 2020 - Elsevier
Abstract The Entity Linking (EL) task involves linking mentions of entities in a text with their
identifier in a Knowledge Base (KB) such as Wikipedia, BabelNet, DBpedia, Freebase …

Linden: linking named entities with knowledge base via semantic knowledge

W Shen, J Wang, P Luo, M Wang - Proceedings of the 21st international …, 2012 - dl.acm.org
Integrating the extracted facts with an existing knowledge base has raised an urgent need to
address the problem of entity linking. Specifically, entity linking is the task to link the entity …

[PDF][PDF] Entity linking leveraging automatically generated annotation

W Zhang, J Su, CL Tan, WT Wang - Proceedings of the 23rd …, 2010 - aclanthology.org
Entity linking refers entity mentions in a document to their representations in a knowledge
base (KB). In this paper, we propose to use additional information sources from Wikipedia to …

Collective disambiguation in entity linking based on topic coherence in semantic graphs

E Rama-Maneiro, JC Vidal, M Lama - Knowledge-based systems, 2020 - Elsevier
Entity Linking (EL) consists of determinating the entities that best represent the mentions in a
document. Mentions can be very ambiguous and can refer to different entities in different …