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Communications in Computer and Information Science(1)
ETCM 2021 - 5th Ecuador Technical Chapters Meeting(1)
Etcm 2021 5th Ecuador Technical Chapters Meeting(1)
Social Science Computer Review(1)
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El proceso político(2)
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Towards Automatic Comparison of Online Campaign Versus Electoral Manifestos
Conference ObjectAbstract: Social media is an important information outlet and a new political landscape for politicians. In faPalabras claves:ELECTIONS, Natural Language processing, Political campaign, TEXT MININGAutores:Daniel Riofrio, Diego S. Benitez, José Dávalos, Medina-Perez P., Noel Perez, Pablo Medina P., Pamela Almeida, Ricardo Flores MoyanoFuentes:googlescopusAutomatic Manifesto Comparison using NLP Techniques and the Manifesto Project Domains-Case Study: 2021 Ecuadorian Presidential Elections
Conference ObjectAbstract: Democracies rely on the capability of a country to conduct fair elections. And, fair elections relyPalabras claves:doc2vec, ELECTIONS, Manifesto Project, Natural Language processing, Political manifest, TEXT MININGAutores:Daniel Riofrio, Diego S. Benitez, Medina-Perez P., Mike Pinta, Noel Perez, Ricardo Flores MoyanoFuentes:scopusA Transformer Model for Manifesto Classification Using Cross-Context Training: An Ecuadorian Case Study
ArticleAbstract: Content analysis of political manifestos is necessary to understand the policies and proposed actionPalabras claves:cross-context training, DistilBERT, manifesto classification, Natural Language processing, RoBERTa, Transformer networksAutores:Barzallo F., Daniel Riofrio, Danny Navarrete, Diego S. Benitez, Lai-Yuen S.K., Margorie Perez, Maria Emilia Moscoso, Maria G. Baldeon Calisto, Mateo Fierro, Medina-Perez P., Noel Perez, Ricardo Flores MoyanoFuentes:scopus