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KG-agnostic entity linking orchestration

Noullet, Kristian

Abstract:
The domain of Entity Linking (EL) has been researched thoroughly, resulting in numerous approaches and a level of maturity in the field. In this dissertation, we aim at (1) creating an orchestrated, continuously-improving system through addition of approaches both existing and ones that are yet to come. On the same note, our framework shall (2) allow for Knowledge Graph (KG)- and potentially languageagnostic EL processes through cross-KG techniques, enabling further exploration of KG-dependence in the domain of EL. Finally, we will boost the ease of (3) reproducibility and (4) comparison between EL systems, their underlying techniques, as well as orchestration frameworks as a whole.

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Verlagsausgabe §
DOI: 10.5445/IR/1000129026
Veröffentlicht am 27.01.2021
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Angewandte Informatik und Formale Beschreibungsverfahren (AIFB)
Publikationstyp Proceedingsbeitrag
Publikationsjahr 2020
Sprache Englisch
Identifikator ISSN: 1613-0073
KITopen-ID: 1000129026
Erschienen in Proceedings of the Doctoral Consortium at ISWC 2020: co-located with 19th International Semantic Web Conference (ISWC 2020) ; Athens, Greece, November 3rd, 2020. Ed.: H. Alani
Veranstaltung 19th International Semantic Web Conference (ISWC) (2020), Online, 01.11.2020 – 06.11.2020
Verlag CEUR Workshop Proceedings
Seiten 41-48
Serie CEUR Workshop Proceedings ; 2798
Schlagwörter NLP, Entity Linking, Orchestration, KG-Agnosticity
Nachgewiesen in Scopus
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