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D. Roman

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Open access Aug 2026

Beyond Aggregate Sentiment: Machine Learning-Driven Discourse Indicators for AI News at Scale

Results show systematic variation across domains: technical and methodological areas such as deep learning and natural language processing exhibit gain-salient framing, while safety-critical topics such as deepfakes and facial recognition show strongly loss-salient profiles.

O. Topal, Inna Novalija, Joao Pita Costa et al. · 0 citations

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