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Embedding Regression: Models for Context-Specific Description and Inference
16 references·16 citing·47 second hopsampled
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References

  • 1981The Framing of Decisions and the Psychology of Choice17,834 cited
  • 2019HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case16,511 cited
  • 1954Distributional Structure4,806 cited
  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 1969Meaning and Understanding in the History of Ideas2,230 cited
  • 1991Contextual correlates of semantic similarity1,599 cited
  • 2016The Brexit vote: a divided nation, a divided continent1,155 cited
  • 2018Word embeddings quantify 100 years of gender and ethnic stereotypes1,064 cited
  • 2016Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change956 cited
  • 1957Studies in linguistic analysis752 cited
  • 2016A Model of Text for Experimentation in the Social Sciences734 cited
  • 2009How to Analyze Political Attention with Minimal Assumptions and Costs670 cited
  • 2009A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases552 cited
  • 2008Fightin' Words: Lexical Feature Selection and Evaluation for Identifying the Content of Political Conflict

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539 cited
  • 2019Measuring Group Differences in High‐Dimensional Choices: Method and Application to Congressional Speech383 cited
  • Cited by

    • 2023Does Protest Influence Political Speech? Evidence from UK Climate Protest, 2017–201930 cited
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    • 2025Political DEBATE: Efficient Zero-Shot and Few-Shot Classifiers for Political Text8 cited
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    • 2024The Promise of Text, Audio, and Video Data for the Study of US Local Politics and Federalism7 cited
    • 2023Measuring Political Narratives in African News Media: A Word Embeddings Approach7 cited
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    • 2026Qualitative Research in an Era of Artificial Intelligence: A Pragmatic Approach to Data Analysis, Workflow, and Computation5 cited
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