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Predicting Policy Domains from Party Manifestos with BERT and Convolutional Neural Networks

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References

2019HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case16,511 cited
2004The Globalization of Liberalization: Policy Diffusion in the International Political Economy1,613 cited
2001Mapping Policy Preferences: Estimates for Parties, Electors, and Governments 1945-19981,508 cited
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2010Policy Innovation, Intergovernmental Relations, and the Adoption of Climate Protection Initiatives by U.S. Cities393 cited
2009Position Taking in European Parliament Speeches255 cited
2014Mapping Policy Preferences from Texts: Statistical Solutions for Manifesto Analysts110 cited
2016Classifying topics and detecting topic shifts in political manifestos26 cited
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2021Political Text Scaling Meets Computational Semantics14 cited
2019Policy Preference Detection in Parliamentary Debate Motions12 cited

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2025PAPEA: A modular pipeline for the automation of protest event analysis6 cited
2023A Zoom into Ecuadorian Politics: Manifesto Text Classification using NLP

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2 cited

2024A Transformer Model for Manifesto Classification Using Cross-Context Training: An Ecuadorian Case Study1 cited