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Coding Small Group Communication with AI: RNNs and Transformers with Context
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Coding Small Group Communication with AI: RNNs and Transformers with Context (2025)Coding Small Group Communication with AI:…From manual to machine: assessing the efficacy of large language models in content analysis (2024)From manual to machine: asses…Emergent Coding and Topic Modeling: A Comparison of Two Qualitative Analysis Methods on Teacher Focus Group Data (2023)Emergent Coding and Topic Mod…Using linguistic inquiry and word count software to analyze group interaction language data. (2022)Using linguistic inquiry and …HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)HISTORIAE, History of Socio-C…Linguistic Inquiry and Word Count (LIWC) (2012)Linguistic Inquiry and Word C…A comparative content analysis of student interaction in synchronous and asynchronous learning networks (2003)A comparative content analysi…Social interaction systems: theory and measurement (1999)Social interaction systems: t…Research in Organizational Behavior. (1986)Research in Organizational Be…Cognitive Foundations of Calculated Speech: Controlling Understandings in Conversation and Persuasion (1986)Cognitive Foundations of Calc…Interaction Process Analysis; A Method for the Study of Small Groups (1950)Interaction Process Analysis;…Interaction Process Analysis: A Method for the Study of Small Groups. (1950)Editorial: Three types of interaction (1989)Analysis of a Global Online Debate and the Development of an Interaction Analysis Model for Examining Social Construction of Knowledge in Computer Conferencing (1997)Exploring the attitudes, experiences and dynamics of interaction in online groups (2006)Design exemplars for synchronous e-learning: A design theory approach (2010)Exploring the affordances of WeChat for facilitating teaching, social and cognitive presence in semi-synchronous language exchange (2016)Using Language (1996)The Big Five Trait taxonomy: History, measurement, and theoretical perspectives. (1999)Positive emotions in early life and longevity: Findings from the nun study. (2001)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)The spread of true and false news online (2018)Pragmatics of Human Communication: A Study of Interactional Patterns, Pathologies, and Paradoxes. (1969)Comparing Twitter and Traditional Media Using Topic Models (2011)Content analysis and thematic analysis: Implications for conducting a qualitative descriptive study (2013)Providing a comprehensive thematic review of the Science-Policy Interface (SPI): A probabilistic topic modeling approach (2024)Balancing human and machine coding: Evaluating the credibility and potential of topic modeling for open-ended survey responses (2025)Young consumers’ brand distrust model: Understanding the antecedents of young consumers’ distrust of brands (2025)Measuring the sources and content of relational uncertainty (1999)Handbook for Team-Based Qualitative Research (2007)Using Supervised Machine Learning in Automated Content Analysis: An Example Using Relational Uncertainty (2019)A Practical Guide and Case Study on How to Instruct LLMs for Automated Coding During Content Analysis (2025)Automated analyses of risk of bias and critical appraisal of systematic reviews (ROBIS and AMSTAR 2): a comparison of the performance of 4 large language models (2025)From Computational Turn to Generative Turn: A Systematic Review of LLMs in Communication and Media Studies (2026)Studying Status: An Integrated Framework (2001)Telephone Versus Face-to-Face Interviews (2013)Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy (2020)LEGAL-BERT: The Muppets straight out of Law School (2020)On the Opportunities and Risks of Foundation Models (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Climate quality and climate consensus as mediators of the relationship between organizational antecedents and outcomes. (2000)The many faces of emotional leadership (2002)All in due time: The development of trust in computer-mediated and face-to-face teams (2005)Self-Reports in Organizational Research: Problems and Prospects (1986)Managing Legitimacy: Strategic and Institutional Approaches (1995)Toward a knowledge‐based theory of the firm (1996)The Language of Creativity: Evidence from Humans and Large Language Models (2024)Artificial intelligence in qualitative analysis: a practical guide and reflections based on results from using GPT to analyze interview data in a substance use program (2025)Using text to analyze team dynamics: revisiting McGrath’s ABCs (2025)The power of negation in English: Text, context and relevance (1998)Isconfusiona state of mind? (2005)Talking cognition: mapping and making the terrain (2005)
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References

  • 2019HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case16,511 cited
  • 1986Research in Organizational Behavior.10,897 cited
  • 2012Linguistic Inquiry and Word Count (LIWC)2,153 cited
  • 1950Interaction Process Analysis; A Method for the Study of Small Groups1,297 cited
  • 1999Social interaction systems: theory and measurement199 cited
  • 2003A comparative content analysis of student interaction in synchronous and asynchronous learning networks112 cited
  • 1986Cognitive Foundations of Calculated Speech: Controlling Understandings in Conversation and Persuasion104 cited
  • 2022Using linguistic inquiry and word count software to analyze group interaction language data.20 cited
  • 2023Emergent Coding and Topic Modeling: A Comparison of Two Qualitative Analysis Methods on Teacher Focus Group Data18 cited
  • 2024From manual to machine: assessing the efficacy of large language models in content analysis18 cited

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