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Electronics (Switzerland)(1)
Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology(1)
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scopus(4)
Combining Transformer Embeddings with Linguistic Features for Complex Word Identification
ArticleAbstract: Identifying which words present in a text may be difficult to understand by common readers is a wellPalabras claves:features fusion, Lexical complexity pbkp_rediction, linguistic features, pre-trained large language modelsAutores:César Espin-Riofrio, Jenny Alexandra Ortiz-Zambrano, Montejo-Ráez A.Fuentes:googlescopusDetermination of Political Affinity of Ecuadorian Twitter Users Using Machine Learning Techniques for Authorship Attribution
Conference ObjectAbstract: Social networks are a means of wide dissemination of ideas and expression of opinions in various fiePalabras claves:Authorship Attribution, classification algorithms, Machine learning, Political Affinity, TwitterAutores:Bryan Díaz Campoverde, César Espin-Riofrio, Gilson Tomalá Molina, Johanna Zumba Gamboa, Jorge Misael Merchán Riera, Montejo-Ráez A., Veronica Mendoza MoránFuentes:googlescopusTransformers for Lexical Complexity Pbkp_rediction in Spanish Language
ArticleAbstract: In this article we have presented a contribution to the pbkp_rediction of the complexity of simple wPalabras claves:Encodings, Lexical Complexity, pbkp_rediction, TRANSFORMERSAutores:César Espin-Riofrio, Jenny Alexandra Ortiz-Zambrano, Montejo-Ráez A.Fuentes:googlescopusSINAI at PoliticEs 2022: Exploring Relative Frequency of Words in Stylometrics for Profile Discovery
Conference ObjectAbstract: In this article we summarise our participation in the PoliticEs task within the IberLEF evaluation fPalabras claves:Author profiling, ensemble learning, Stylometry, Transformer model, Voting classifierAutores:César Espin-Riofrio, Jenny Alexandra Ortiz-Zambrano, Montejo-Ráez A.Fuentes:googlescopus