Entities as Topic Labels: Combining Entity Linking and Labeled LDA to Improve Topic Interpretability and Evaluability

Digital humanities scholars strongly need a corpus exploration method that provides topics easier to interpret than standard LDA topic models. To move towards this goal, here we propose a combination of two techniques, called Entity Linking and Labeled LDA. Our method identifies in an ontology a ser...

Szczegółowa specyfikacja

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Opis bibliograficzny
Wydane w:URI:https://journals.openedition.org/ijcol,
Główni autorzy: Lauscher, Anne, Ruiz Fabo, Pablo, Nanni, Federico, Ponzetto, Simone Paolo
Format: Article ou chapitre numérique
Język:Anglais
Wydane: IJCoL 2020
Dostęp online:Accès Université d'Orléans et IFPM
Accès Université d'Orléans et IFPM

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https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.4000/ijcol.392
https://ezproxy.univ-orleans.fr/login?url=https://journals.openedition.org/ijcol/392