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Small Data Problems in Political Research: A Critical Replication Study
7 references·0 citing·35 second hopsampled
Small Data Problems in Political Research: A Critical Replication Study (2022)Small Data Problems in Political Research…A Systematic Review of Reproducibility Research in Natural Language Processing (2021)A Systematic Review of Reprod…Three Dimensions of Reproducibility in Natural Language Processing (2018)Three Dimensions of Reproduci…quanteda: An R package for the quantitative analysis of textual data (2018)quanteda: An R package for th…Machine Learning for Public Administration Research, With Application to Organizational Reputation (2018)Machine Learning for Public A…The Manifesto Corpus: A new resource for research on political parties and quantitative text analysis (2016)The Manifesto Corpus: A new r…Automatic thematic classification of election manifestos (2014)Automatic thematic classifica…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…Content Analysis: An Introduction to its Methodology. (1984)The Content Analysis Guidebook (2017)Content Analysis: An Introduction to Its Methodology (2019)stm : An R Package for Structural Topic Models (2019)Text as Data (2019)Mapping Policy Preferences: Estimates for Parties, Electors, and Governments 1945-1998 (2001)How to Analyze Political Attention with Minimal Assumptions and Costs (2009)Language and Ideology in Congress (2011)Joint Sentence-Document Model for Manifesto Text Analysis (2017)Spatial planning through the political landscape of Ghana: examining the nexus between election manifestos and planning (2019)Improving Neural Political Statement Classification with Class Hierarchical Information (2022)Extracting Policy Positions from Political Texts Using Words as Data (2003)Still blurry? Economic salience, position and voting for radical right parties in Western Europe (2019)Climate change experiences raise environmental concerns and promote Green voting (2022)Understanding cultural differences and extreme attitudes in the 2021 OECD Trust Survey (2023)Structural Topic Models for Open‐Ended Survey Responses (2014)A survey of machine learning for big data processing (2016)Policy Coordination and Integration: A Research Agenda (2020)The impact of using algorithms for managerial decisions on public employees' procedural justice (2020)From E-budgeting to smart budgeting: Exploring the potential of artificial intelligence in government decision-making for resource allocation (2021)Full publication of results initially presented in abstracts (2007)Estimating the reproducibility of psychological science (2015)What does research reproducibility mean? (2016)Data Extraction and Synthesis in Systematic Reviews of Diagnostic Test Accuracy: A Corpus for Automating and Evaluating the Process (2018)Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites (2020)French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English (2022)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)Replicability is not Reproducibility:Nor is it Good Science (2009)Identifying and Overcoming Threats to Reproducibility, Replicability, Robustness, and Generalizability in Microbiome Research (2018)Quantified Reproducibility Assessment of NLP Results (2022)A Practical Guide to Conversation Research: How to Study What People Say to Each Other (2023)Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI (2025)
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References

  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2018quanteda: An R package for the quantitative analysis of textual data1,342 cited
  • 2018Machine Learning for Public Administration Research, With Application to Organizational Reputation126 cited
  • 2016The Manifesto Corpus: A new resource for research on political parties and quantitative text analysis96 cited
  • 2021A Systematic Review of Reproducibility Research in Natural Language Processing83 cited
  • 2018Three Dimensions of Reproducibility in Natural Language Processing43 cited
  • 2014Automatic thematic classification of election manifestos15 cited

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