Distant Supervised Construction and Evaluation of a Novel Dataset of Emotion-Tagged Social Media Comments in Spanish

Tagged language resources are an essential requirement for developing machine-learning text-based classifiers. However, manual tagging is extremely time consuming and the resulting datasets are rather small, containing only a few thousand samples. Basic emotion datasets are particularly difficult to...

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Veröffentlicht in:	Cognitive computation 2022, Vol.14 (1), p.407-424
Hauptverfasser:	Tessore, Juan Pablo, Esnaola, Leonardo Martín, Lanzarini, Laura, Baldassarri, Sandra
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Automatic text analysis Classification Computation by Abstract Devices Computational Biology/Bioinformatics Computer Science Data mining Datasets Digital media Emotions Error analysis Machine learning Product reviews Sentiment analysis Social networks Software Spanish language Word sense disambiguation
Online-Zugang:	Volltext
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