Emotion dynamics from therapy transcripts, extracted via transformers and clustered with state-space models, distinguish improving patients from non-responders who show higher odds of symptom worsening.
The annals of mathematical statistics, 50–60 (1947)
2 Pith papers cite this work. Polarity classification is still indexing.
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Network analysis of MIDI files shows Classical and Jazz have higher complexity than modern genres, with a historical trend toward simplification across all styles.
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Language Markers of Emotion Flexibility Predict Depression and Anxiety Treatment Outcomes
Emotion dynamics from therapy transcripts, extracted via transformers and clustered with state-space models, distinguish improving patients from non-responders who show higher odds of symptom worsening.
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Decoding Musical Evolution Through Network Science
Network analysis of MIDI files shows Classical and Jazz have higher complexity than modern genres, with a historical trend toward simplification across all styles.