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Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels
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Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels (2024)Knowledge Distillation in Automated Annot…Codebook LLMs: Evaluating LLMs as Measurement Tools for Political Science Concepts (2025)Codebook LLMs: Evaluating LLM…A hybrid mixed methods design of qualitative enhancement and reciprocal feedback loop for augmented text classification (2025)A hybrid mixed methods design…Qualitative research and evaluation methods (1980)Research Methods in Education (2017)The Coding Manual for Qualitative Researchers (2022)The Measurement of Observer Agreement for Categorical Data (1977)Measurement Validity: A Shared Standard for Qualitative and Quantitative Research (2001)Measurement Validity: A Shared Standard for Qualitative and Quantitative Research (2001)Political-LLM: Large Language Models in Political Science (2024)Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation (2025)Simulacrum of Stories: Examining Large Language Models as Qualitative Research Participants (2025)
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  • 2025Codebook LLMs: Evaluating LLMs as Measurement Tools for Political Science Concepts80 cited
  • 2025A hybrid mixed methods design of qualitative enhancement and reciprocal feedback loop for augmented text classification3 cited

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