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Political DEBATE: Efficient Zero-Shot and Few-Shot Classifiers for Political Text
4 references·0 citing·17 second hop
Political DEBATE: Efficient Zero-Shot and Few-Shot Classifiers for Political Text (2025)Political DEBATE: Efficient Zero-Shot and…Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI (2023)Less Annotating, More Classif…Embedding Regression: Models for Context-Specific Description and Inference (2023)Embedding Regression: Models …ChatGPT outperforms crowd workers for text-annotation tasks (2023)ChatGPT outperforms crowd wor…Can Large Language Models Transform Computational Social Science? (2023)Can Large Language Models Tra…Distributional Structure (1954)The Framing of Decisions and the Psychology of Choice (1981)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)Does Protest Influence Political Speech? Evidence from UK Climate Protest, 2017–2019 (2023)Lexical Ambiguity in Political Rhetoric: Why Morality Doesn't Fit in a Bag of Words (2023)Meaning in Hyperspace: Word Embeddings as Tools for Cultural Measurement (2025)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Computer-Assisted Text Analysis for Comparative Politics (2015)Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It (2017)Moving on to not fall behind? Technological sovereignty and the ‘geo-dirigiste’ turn in EU industrial policy (2023)AI Psychometrics: Assessing the Psychological Profiles of Large Language Models Through Psychometric Inventories (2024)Going Against the Grain: Climate Change as a Wedge Issue for the Radical Right (2024)The Structure of Scientific Revolutions (1963)Framing: Toward Clarification of a Fractured Paradigm (1993)GenAI against humanity: nefarious applications of generative artificial intelligence and large language models (2024)Can Generative AI improve social science? (2024)Durably reducing conspiracy beliefs through dialogues with AI (2024)
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References

  • 2023ChatGPT outperforms crowd workers for text-annotation tasks1,193 cited
  • 2023Can Large Language Models Transform Computational Social Science?582 cited
  • 2023Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI169 cited
  • 2023Embedding Regression: Models for Context-Specific Description and Inference72 cited

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