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Findings show why decision systems need joint evaluation of accuracy, confidence calibration, and probability coherence in the workflow used by an application.
People who write about depression on social media often convey several emotions that shift within a single post, yet most datasets flatten these dynamics into one post-level label. To enable sentence-level study, we present DepressionEmo-SL, a corpus of Reddit posts in which each sentence is annotated with one of nine...
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