Papers by Jean Fox Tree
Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts (2020.acl-main)
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| Challenge: | Existing methods to diagnose depression require time-intensive interviews, assessments, and analysis. |
| Approach: | They propose a model that analyzes interview transcripts to identify depression while jointly categorizing interview prompts into latent categories. |
| Outcome: | The proposed model outperforms baseline models and provides psycholinguistic insights about depression. |