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arXiv

Structured Claim-Level Discourse Representations for Dense Health Narratives

This work represents dense health narratives as tuples linking atomic claims with thematic aspects, stance, and a six-dimensional pragmatic profile, builds a benchmark of 1,191 manually annotated claims from 60 videos across GLP-1 weight-loss medications, testosterone replacement therapy, collagen supplementation, and intermittent fasting, and evaluates large language models on structured discourse prediction under different discourse context settings.