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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Guan-Jun Yang

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Open access Oct 2026

Comparing LLM and Human Expert Coding in Qualitative Research: A Case Study on Emotional Intelligence

Large language models (LLMs) are increasingly used for qualitative coding, but their ability to recover human-defined construct boundaries remains unclear. Existing studies rarely distinguish thematic granularity from dimension-level semantic alignment. We compare a 12-dimension emotional-intelligence (EI) framework de...

Yuan-Han Xie, Shi-Feng Lei, Guan-Jun Yang et al. · 0 citations

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