LLMs achieve near-human agreement (k=0.794 vs human-human k=0.872) on annotating Mandarin narrative macrostructure with the MAIN framework, reducing time by 65 percent but showing lower reliability on young adult narratives with greater lexical variation.
All transcripts were prepared in the CHAT format (MacWhinney 2000), segmented into T-units (Hunt 1965)
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LLMs for automatic annotation of Mandarin narrative transcripts
LLMs achieve near-human agreement (k=0.794 vs human-human k=0.872) on annotating Mandarin narrative macrostructure with the MAIN framework, reducing time by 65 percent but showing lower reliability on young adult narratives with greater lexical variation.