Cover Image

Patterns vs. Patients: Evaluating LLMs against Mental Health Professionals on Personality Disorder Diagnosis through First-Person Narratives

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Drożdż, Karolina, Dudzic, Kacper, Sterna, Anna, Moskalewicz, Marcin
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Computers and Society Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Computational Phenomenology of Borderline Personality Disorder: A Comparative Evaluation of LLM-Simulated Expert Personas and Human Clinical Experts
by: Moskalewicz, Marcin, et al.
Published: (2025)

Computational Phenomenology of Temporal Experience in Autism: Quantifying the Emotional and Narrative Characteristics of Lived Unpredictability
by: Dudzic, Kacper, et al.
Published: (2026)

The Pinocchio Dimension: Phenomenality of Experience as the Primary Axis of LLM Psychometric Differences
by: Plisiecki, Hubert, et al.
Published: (2026)

The Efficacy of Conversational Artificial Intelligence in Rectifying the Theory of Mind and Autonomy Biases: Comparative Analysis
by: Rządeczka, Marcin, et al.
Published: (2024)

Visual Stereotypes of Autism Spectrum in Janus-Pro-7B, DALL-E, Stable Diffusion, SDXL, FLUX, and Midjourney
by: Wodziński, Maciej, et al.
Published: (2024)

Exploring Personalized Health Support through Data-Driven, Theory-Guided LLMs: A Case Study in Sleep Health
by: Wang, Xingbo, et al.
Published: (2025)

Personalized Mental State Evaluation in Human-Robot Interaction using Federated Learning
by: Bussolan, Andrea, et al.
Published: (2025)

CLAImate: AI-Enabled Climate Change Communication through Personalized and Localized Narrative Visualizations
by: Rashik, Mashrur, et al.
Published: (2025)

MIND: Empowering Mental Health Clinicians with Multimodal Data Insights through a Narrative Dashboard
by: Zou, Ruishi, et al.
Published: (2026)

Evaluating an LLM-Powered Chatbot for Cognitive Restructuring: Insights from Mental Health Professionals
by: Wang, Yinzhou, et al.
Published: (2025)

Like a Therapist, But Not: Reddit Narratives of AI in Mental Health Contexts
by: Aghakhani, Elham, et al.
Published: (2026)

A Conditional Companion: Lived Experiences of People with Mental Health Disorders Using LLMs
by: Purohit, Aditya Kumar, et al.
Published: (2026)

StoryLensEdu: Personalized Learning Report Generation through Narrative-Driven Multi-Agent Systems
by: Shen, Leixian, et al.
Published: (2026)

CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions
by: Kim, Tae Soo, et al.
Published: (2025)

Personal Narratives Empower Politically Disinclined Individuals to Engage in Political Discussions
by: Chebrolu, Tejasvi, et al.
Published: (2025)

Unpacking "Personal" Health Informatics for Proactive Collective Care
by: Srinivasan, Shyama Sastha Krishnamoorthy, et al.
Published: (2025)

Exploring a Gamified Personality Assessment Method through Interaction with LLM Agents Embodying Different Personalities
by: Zhang, Baiqiao, et al.
Published: (2025)

When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation
by: Badawi, Abeer, et al.
Published: (2025)

Design and Evaluation of an AI-DrivenPersonalized Mobile App to Provide MultifacetedHealth Support for Type 2 Diabetes Patients inChina
by: Meng, Yibo, et al.
Published: (2025)

Engagement-Optimized Care: When LLMs become Mental Health Infrastructure
by: Vecchione, Briana, et al.
Published: (2026)

Personalized Benchmarking: Evaluating LLMs by Individual Preferences
by: Garbacea, Cristina, et al.
Published: (2026)

Leveraging LLMs for Efficient and Personalized Smart Home Automation
by: Yu, Chaerin, et al.
Published: (2026)

Perfectly to a Tee: Understanding User Perceptions of Personalized LLM-Enhanced Narrative Interventions
by: Bhattacharjee, Ananya, et al.
Published: (2024)

Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models
by: Soni, Nikita, et al.
Published: (2026)

Mental Well-being Opportunities in Interacting and Reflecting with Personal Data Sculptures of EEG
by: Ortoleva, Maria Teresa, et al.
Published: (2024)

Investigating the Effect of Display Refresh Rate on First-Person Shooting Games
by: Qin, Haoshen, et al.
Published: (2024)

A Novel Approach to Personalized Personality Assessment with the Attachment-Caregiving Questionnaire (ACQ): First Evidence in favor of AI-Oriented Inventory Designs
by: Gagliardi, Marcantonio, et al.
Published: (2024)

Monitoring Wandering Behavior of Persons Suffering from Dementia Using BLE Based Localization System
by: Kolakowski, Marcin, et al.
Published: (2024)

IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data
by: Peng, Bo, et al.
Published: (2025)

Digital Health Innovations for Screening and Mitigating Mental Health Impacts of Adverse Childhood Experiences: Narrative Review
by: White, Brianna M, et al.
Published: (2025)

"It Listens Better Than My Therapist": Exploring Social Media Discourse on LLMs as Mental Health Tool
by: Haensch, Anna-Carolina
Published: (2025)

ClassInSight: Designing Conversation Support Tools to Visualize Classroom Discussion for Personalized Teacher Professional Development
by: Ngoon, Tricia J., et al.
Published: (2024)

GPTutor: Great Personalized Tutor with Large Language Models for Personalized Learning Content Generation
by: Chen, Eason, et al.
Published: (2024)

PersonalityScanner: Exploring the Validity of Personality Assessment Based on Multimodal Signals in Virtual Reality
by: Zhang, Xintong, et al.
Published: (2024)

Personal Data Protection in Smart Home Activity Monitoring for Digital Health: A Case Study
by: Bettini, Claudio, et al.
Published: (2025)

Can LLMs Generate Behaviors for Embodied Virtual Agents Based on Personality Traits?
by: Han, Bin, et al.
Published: (2025)

EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User's Internal World
by: Ye, Jing, et al.
Published: (2026)

A Sociotechnical Framework For Addressing Stigma and Designing Personalized Digital Health Products
by: de Paula, Danielly, et al.
Published: (2024)

PhysioLLM: Supporting Personalized Health Insights with Wearables and Large Language Models
by: Fang, Cathy Mengying, et al.
Published: (2024)

Accuracy Standards for AI at Work vs. Personal Life: Evidence from an Online Survey
by: Besanson, Gaston, et al.
Published: (2026)