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When Polarity Silences Distress: From Representational Blind Spots to Task Framings in Mental-Health Inference
Sentiment polarity is not designed as a measure of psychological distress, but polarity-based features are increasingly used in computational analyses of mental-health text. This creates a construct-validity question: what distress is overlooked when positive-negative tone stands in for a writer's p
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