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Using BERT-like Language Models for Automated Discourse Coding: A Primer and Tutorial
16 references·0 citing·49 second hop
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References

  • 2006A General Inductive Approach for Analyzing Qualitative Evaluation Data10,845 cited
  • 2006Computing inter‐rater reliability and its variance in the presence of high agreement2,139 cited
  • 2024A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges930 cited
  • 2018Thinking about the Coding Process in Qualitative Data Analysis746 cited
  • 2024Bias and Fairness in Large Language Models: A Survey741 cited
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  • 2024Inductive thematic analysis of healthcare qualitative interviews using open-source large language models: How does it compare to traditional methods?85 cited
  • 2023The text-package: An R-package for analyzing and visualizing human language using natural language processing and transformers.61 cited

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ChatGPT for Education Research: Exploring the Potential of Large Language Models for Qualitative Codebook Development
51 cited
  • 2023Using proprietary language models in academic research requires explicit justification51 cited
  • 2022Justification for the Use of Cohen’s Kappa Statistic in Experimental Studies of NLP and Text Mining31 cited
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