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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:googlescopusBarriers in Reading Comprehension of University Students: Analysis of the Complicated Words Annotated in the VYTEDU-CW Corpus
ArticleAbstract: Students often require a greater understanding of the lexicon that teachers use when dictating an asPalabras claves:complex words, Lexical simplification, university scopeAutores:Jenny Alexandra Ortiz-Zambrano, Montejo-Ráez A.Fuentes:scopusDetermination 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:googlescopusCLexIS<sup>2</sup>: A New Corpus for Complex Word Identification Research in Computing Studies
Conference ObjectAbstract: Reading is a complex process not only because of the words or sections that are difficult for the rePalabras claves:Autores:Jenny Alexandra Ortiz-Zambrano, Montejo-Ráez A.Fuentes:scopusOverview of alexs 2020: First workshop on lexical analysis at sepln
Conference ObjectAbstract: In September 2020, the first edition of the ALexS workshop (Task on Lexical Analysis at SEPLN) was hPalabras claves:Complex word identification, Lexical analysis, Text simplificationAutores:Jenny Alexandra Ortiz-Zambrano, Montejo-Ráez A.Fuentes:scopusTransformers 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:googlescopusVYTEDU: A corpus of videos and transcriptions for research in the education domain
ArticleAbstract: This work introduces a new corpus of videos and their transcriptions developed in the Guayaquil NatiPalabras claves:Multimodal corpus, Resource, Text simplification, VÍDEO, Video transcriptionsAutores:Jenny Alexandra Ortiz-Zambrano, Montejo-Ráez A.Fuentes:scopusSINAI 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:googlescopusSINAI at SemEval-2021 Task 1: Complex word identification using Word-level features
Conference ObjectAbstract: This article describes a system to pbkp_redict the complexity of words for the Lexical Complexity PbPalabras claves:Autores:Jenny Alexandra Ortiz-Zambrano, Montejo-Ráez A.Fuentes:scopus