Predictive keywords: Using machine learning to explain document characteristics

When exploring the characteristics of a discourse domain associated with texts, keyword analysis is widely used in corpus linguistics. However, one of the challenges facing this method is the evaluation of the quality of the keywords. Here, we propose casting keyword analysis as a prediction problem...

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Bibliographic Details
Main Authors: Aki-Juhani Kyröläinen, Veronika Laippala
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2022.975729/full