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...

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Bibliographic Details
Main Authors: Anne Lauscher, Pablo Ruiz Fabo, Federico Nanni, Simone Paolo Ponzetto
Format: article
Language:EN
Published: Accademia University Press 2016
Subjects:
H
Online Access:https://doaj.org/article/462f09ce7b074635867fb54bdb8646c0
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