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A Transformer Model for Manifesto Classification Using Cross-Context Training: An Ecuadorian Case Study

F Barzallo, M Baldeon-Calisto… - Social Science …, 2024 - journals.sagepub.com
Content analysis of political manifestos is necessary to understand the policies and
proposed actions of a party. However, manually labeling political texts is time-consuming …
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A zoom into Ecuadorian politics: Manifesto text classification using NLP

F Barzallo, ME Moscoso, M Pérez… - 2023 IEEE 13th …, 2023 - ieeexplore.ieee.org
Political science research on party manifestos helps to understand a candidate's strategies
and proposed actions during electoral campaigns. To achieve this, political scientists …
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