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Identification, Interpretability, and Bayesian Word Embeddings
16 references·0 citing·47 second hop
Identification, Interpretability, and Bayesian Word Embeddings (2019)Identification, Interpretability, and Bay…The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings (2019)The Geometry of Culture: Anal…Word embeddings quantify 100 years of gender and ethnic stereotypes (2018)Word embeddings quantify 100 …quanteda: An R package for the quantitative analysis of textual data (2018)quanteda: An R package for th…Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…Computational Grounded Theory: A Methodological Framework (2017)Computational Grounded Theory…Discovery of Treatments from Text Corpora (2016)Discovery of Treatments from …Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change (2016)Diachronic Word Embeddings Re…A Model of Text for Experimentation in the Social Sciences (2016)A Model of Text for Experimen…5. Securitization and Desecuritization (2016)5. Securitization and Desecur…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…Scaling Policy Preferences from Coded Political Texts (2011)Scaling Policy Preferences fr…A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases (2009)A Bayesian Hierarchical Topic…FOREIGN POLICY AND THE ELECTORAL CONNECTION (2006)FOREIGN POLICY AND THE ELECTO…The Statistical Analysis of Roll Call Data (2004)The Statistical Analysis of R…Choosing Your Battles: American Civil-Military Relations and the Use of Force (2004)Choosing Your Battles: Americ…The tragedy of Great Power politics (2002)The tragedy of Great Power po…Content Analysis: An Introduction to its Methodology. (1984)The Content Analysis Guidebook (2017)Content Analysis: An Introduction to Its Methodology (2019)Text as Data (2019)Marginal Maximum Likelihood Estimation of Item Parameters: Application of an EM Algorithm (1981)Structural Equations with Latent Variables. (1991)Congress: A Political-Economic History of Roll Call Voting (2000)Are Political Orientations Genetically Transmitted? (2005)Birds of the Same Feather Tweet Together: Bayesian Ideal Point Estimation Using Twitter Data (2014)Tweeting From Left to Right (2015)Structural Topic Models for Open‐Ended Survey Responses (2014)Computer-Assisted Text Analysis for Comparative Politics (2015)Measuring economic policy uncertainty in China (2019)stm : An R Package for Structural Topic Models (2019)The Diversity–Innovation Paradox in Science (2020)Semantics. An Introduction to the Science of Meaning (1963)Mapping the Language of Racism: Discourse and the Legitimation of Exploitation (1993)AI can be sexist and racist — it’s time to make it fair (2018)Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020)Out of One, Many: Using Language Models to Simulate Human Samples (2023)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Constructing grounded theory (2014)Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019)Computational Social Science and Sociology (2020)Machine Learning for Social Science: An Agnostic Approach (2021)Measuring individual differences in implicit cognition: The implicit association test. (1998)Fairness through awareness (2012)Big Data's Disparate Impact (2014)Dissecting racial bias in an algorithm used to manage the health of populations (2019)A Survey on Bias and Fairness in Machine Learning (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Extracting Policy Positions from Political Texts Using Words as Data (2003)Text Mining Infrastructure in R (2008)tidytext: Text Mining and Analysis Using Tidy Data Principles in R (2016)No Longer Lost in Translation: Evidence that Google Translate Works for Comparative Bag-of-Words Text Applications (2018)Politicization and Polarization in COVID-19 News Coverage (2020)Distributional Structure (1954)Culture and the Evolutionary Process (1986)Quantitative Analysis of Culture Using Millions of Digitized Books (2010)Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change (2016)Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models (2017)Power in International Politics (2005)Ontological Security in World Politics: State Identity and the Security Dilemma (2006)The Politics of International Regime Complexity (2009)Regions and Powers (2003)Why a World State is Inevitable (2003)Illocutionary Logic and Strands of Securitization: Applying the Theory of Securitization to the Study of Non-Democratic Political Orders (2008)
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References

  • 2002The tragedy of Great Power politics3,594 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
  • 20165. Securitization and Desecuritization1,411 cited
  • 2018quanteda: An R package for the quantitative analysis of textual data1,342 cited
  • 2004The Statistical Analysis of Roll Call Data1,153 cited
  • 2018Word embeddings quantify 100 years of gender and ethnic stereotypes1,064 cited
  • 2016Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change956 cited
  • 2016A Model of Text for Experimentation in the Social Sciences734 cited
  • 2017Computational Grounded Theory: A Methodological Framework702 cited
  • 2019The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings675 cited
  • 2011Scaling Policy Preferences from Coded Political Texts654 cited
  • 2009A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases552 cited
  • 2006FOREIGN POLICY AND THE ELECTORAL CONNECTION432 cited
  • 2004Choosing Your Battles: American Civil-Military Relations and the Use of Force

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288 cited
  • 2016Discovery of Treatments from Text Corpora49 cited
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