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Trevor Cohen

Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder

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Mar 25, 2025
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"Is There Anything Else?'': Examining Administrator Influence on Linguistic Features from the Cookie Theft Picture Description Cognitive Test

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Mar 25, 2025
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Toward Large Language Models as a Therapeutic Tool: Comparing Prompting Techniques to Improve GPT-Delivered Problem-Solving Therapy

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Aug 27, 2024
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Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance

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Jul 19, 2024
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Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies

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Jun 05, 2024
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Useful Blunders: Can Automated Speech Recognition Errors Improve Downstream Dementia Classification?

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Jan 10, 2024
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Bridging the Skills Gap: Evaluating an AI-Assisted Provider Platform to Support Care Providers with Empathetic Delivery of Protocolized Therapy

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Jan 08, 2024
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Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts

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Dec 09, 2023
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Personalized Jargon Identification for Enhanced Interdisciplinary Communication

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Nov 16, 2023
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Deep Representations of First-person Pronouns for Prediction of Depression Symptom Severity

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Oct 05, 2023
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