Mental Health Applications and Psychological Support

Applications of LLMs in mental health, psychiatry, and psychological support

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Mental Health Applications and Psychological Support

Research on Large Language Models in Mental Health Applications and Psychological Support

AI vs. Human Coaching for Weight Loss

AI vs. Human Coaching for Weight Loss

Exploring Large Language Models as Personalized Health Coaches

AI-Powered Mental Disorder Detection

AI-Powered Mental Disorder Detection

Few-Shot Learning with Medical Knowledge Integration

AI-Powered Depression Detection on Social Media

AI-Powered Depression Detection on Social Media

Combining ChatGPT with Explainable AI for Mental Health Monitoring

AI-Powered Cognitive Reframing

AI-Powered Cognitive Reframing

Using LLMs to transform negative thoughts into positive ones through reasoned steps

LLMs in Psychiatric Care

LLMs in Psychiatric Care

Enhancing mental health interviews through AI-powered symptom detection

Privacy-Preserving Emotion AI

Privacy-Preserving Emotion AI

Advancing long-term emotion analysis with de-identification safeguards

Decoding Unconscious Emotions

Decoding Unconscious Emotions

Micro-Gesture Analysis for Identity-Free Emotional Intelligence

Detecting Clinician Bias in Psychiatric Notes

Detecting Clinician Bias in Psychiatric Notes

AI-powered analysis of sentiment and perspective in healthcare documentation

Personality Profiling for AI Assistants

Personality Profiling for AI Assistants

Measuring distinct and consistent personality traits in LLMs

Ensuring Safety in Mental Health Chatbots

Ensuring Safety in Mental Health Chatbots

A framework for evaluating and improving AI-powered mental health support

Enhancing AI Emotional Intelligence

Enhancing AI Emotional Intelligence

A novel framework for predicting emotional support strategies

Community-Aligned LLMs: Expanding Medical Research Horizons

Community-Aligned LLMs: Expanding Medical Research Horizons

A framework for tuning AI models to accurately reflect online community voices

AI-Guided Personal Reflection

AI-Guided Personal Reflection

How LLMs can adaptively support user exploration of personal challenges

Do AI Models 'Feel' Stress Like Humans Do?

Do AI Models 'Feel' Stress Like Humans Do?

Exploring how stress affects LLM performance compared to human responses

Multilingual Mental Health Assessment with LLMs

Multilingual Mental Health Assessment with LLMs

Breaking language barriers in mental health support systems

Teaching AI to Understand Emotional Nuance

Teaching AI to Understand Emotional Nuance

A new approach for recognizing ambiguous human emotions in conversations

Emotion-Aware LLMs for Mental Health

Emotion-Aware LLMs for Mental Health

Enhancing AI Empathy for Psychiatric Applications

LLMs as Mental Health Counselors?

LLMs as Mental Health Counselors?

Evaluating AI against professional counseling standards

EmoVerse: Advancing Emotion AI

EmoVerse: Advancing Emotion AI

Enhancing multimodal language models for nuanced emotion understanding

AI-Powered Personality Assessments

AI-Powered Personality Assessments

Using LLMs to Automate Situational Judgment Tests

Enhancing Timeline Summarization with Temporal Reasoning

Enhancing Timeline Summarization with Temporal Reasoning

Improving LLMs' ability to understand time-based narratives in social media content

AI-Powered Therapy Analysis

AI-Powered Therapy Analysis

Using LLMs to Understand and Enhance Problem-Solving Therapy

Harnessing LLM Ensembles for Medical Text Analysis

Harnessing LLM Ensembles for Medical Text Analysis

Privacy-Preserving Automated Labeling of Sensitive Free-Text Data

Collaborative AI for Mental Health Screening

Collaborative AI for Mental Health Screening

Multi-expert framework solves long-context reasoning challenges

Advancing Mental Health Support with AI

Advancing Mental Health Support with AI

Multi-Agent Deductive Planning for Enhanced Therapy Responses

Multimodal Depression Detection

Multimodal Depression Detection

Fusing Text and Audio for More Accurate Mental Health Assessment

AI-Enhanced Mental Health Support

AI-Enhanced Mental Health Support

Integrating Multimodal Large Language Models in College Psychotherapy

CAMI: AI-Powered Counseling Assistant

CAMI: AI-Powered Counseling Assistant

Advancing Mental Health Support Through Intelligent Conversation

Do AI Models Have Personalities?

Do AI Models Have Personalities?

Exploring personality traits in LLMs using psychological assessment tools

Decoding Emotion in AI Models

Decoding Emotion in AI Models

How Large Language Models Process and Infer Human Emotions

Advancing Mental Health AI with Korean MI Dialogues

Advancing Mental Health AI with Korean MI Dialogues

A new dataset for training culturally-specific therapeutic chatbots

Improving Depression Detection with AI

Improving Depression Detection with AI

Chain-of-Thought Prompting Enhances LLM Accuracy in Mental Health Analysis

Culturally-Adapted AI Therapy

Culturally-Adapted AI Therapy

Pioneering Persian Mental Health Support with LLM Agents

AI-Powered Mental Health Stigma Analysis

AI-Powered Mental Health Stigma Analysis

Using LLMs to decode depression stigma through conversational data

Visual Intelligence in Cognitive Therapy

Visual Intelligence in Cognitive Therapy

Enhancing Mental Health Support with Multimodal AI

Decoding Emotions with LLMs

Decoding Emotions with LLMs

Teaching language models to understand facial expressions without vision

Analyzing Hope vs. Hate in LGBTQ+ News

Analyzing Hope vs. Hate in LGBTQ+ News

Leveraging AI to understand positive and negative user engagement

AI-Powered Mood Assessment

AI-Powered Mood Assessment

Using LLMs to Objectively Quantify Emotional States

AI-Powered Alzheimer's Speech Detection

AI-Powered Alzheimer's Speech Detection

Non-invasive detection and explanation of Alzheimer's through speech analysis

Enhancing Psychiatric Readmission Prediction

Enhancing Psychiatric Readmission Prediction

Using LLMs for Targeted Document Summarization

Enhancing Depression Detection with Speech Patterns

Enhancing Depression Detection with Speech Patterns

Leveraging speech timing data improves LLM diagnostic accuracy

Revolutionizing Mental Healthcare with AI

Revolutionizing Mental Healthcare with AI

How Large Language Models Are Transforming Psychotherapy

Enhancing AI Emotional Support

Enhancing AI Emotional Support

How personas shape LLM-generated support conversations

Enhancing LLM Personality Simulation

Enhancing LLM Personality Simulation

Using Structured Interviews to Create Human-Like Diversity in AI Responses

MHQA: Advancing Mental Health Support with AI

MHQA: Advancing Mental Health Support with AI

A novel benchmark for mental health question answering systems

Scaling Empathy in AI Conversations

Scaling Empathy in AI Conversations

Generating high-quality empathetic dialogues without crowdsourcing

Evaluating LLMs for Suicide Prevention

Evaluating LLMs for Suicide Prevention

Assessing AI's ability to identify implicit suicidal ideation and provide support

Stabilizing Emotion Recognition in AI

Stabilizing Emotion Recognition in AI

Enhancing language models for accurate speech emotion detection

AI-Powered Suicide Risk Detection

AI-Powered Suicide Risk Detection

Evidence-Driven LLM Approach for Social Media Analysis

Enhancing AI Mental Health Support

Enhancing AI Mental Health Support

Teaching LLMs to provide therapeutic responses through preference learning

Reimagining Mental Health Support with AI

Reimagining Mental Health Support with AI

Multi-agent inner dialogue for more effective psychological healing

Eeyore: Advancing Depression Simulation in AI

Eeyore: Advancing Depression Simulation in AI

Creating more authentic mental health training tools through expert-guided AI optimization

Digital Reminiscence for Relocated Seniors

Digital Reminiscence for Relocated Seniors

Using technology to bridge social gaps for older migrants

AI-Powered Mental Health Support

AI-Powered Mental Health Support

Using LLMs to Detect and Address Mental Health Issues from Social Media

Enhancing AI's Mind-Reading Abilities

Enhancing AI's Mind-Reading Abilities

How Neural Knowledge Bases Improve Theory-of-Mind Reasoning in LLMs

Advancing Mental Health Support with AI

Advancing Mental Health Support with AI

First Explainable Bilingual Dataset for Mental Health Counseling

Making AI Therapy Transparent

Making AI Therapy Transparent

Visualizing How AI Thinks During Psychological Counseling

ChatGPT's Emotional Intelligence Edge

ChatGPT's Emotional Intelligence Edge

Comparing LLMs' abilities to detect human emotions in text

MLLMs for Video Content Analysis

MLLMs for Video Content Analysis

Evaluating AI's Understanding of Abstract Concepts in Mental Health Videos

Enhancing AI Emotional Support

Enhancing AI Emotional Support

How Chain of Strategy Optimization improves LLMs for mental wellbeing

The Unexpected Failure of Pre-trained Models in Depression Detection

The Unexpected Failure of Pre-trained Models in Depression Detection

Examining why sophisticated AI models underperform in mental health applications

LLMs as Psychological Counselors?

LLMs as Psychological Counselors?

Evaluating AI's Potential in Mental Health Support

Reasoning-Enhanced Mental Health Detection

Reasoning-Enhanced Mental Health Detection

Improving LLM accuracy through structured reasoning techniques

Standardizing AI Psychometric Testing

Standardizing AI Psychometric Testing

Building robust frameworks for evaluating AI personality and behavior

Emotion Analysis for Cancer Survivors

Emotion Analysis for Cancer Survivors

Leveraging LLMs and Mobile Diaries to Improve Emotional Support

Advancing Emotion Recognition with AI

Advancing Emotion Recognition with AI

Leveraging Vision-Language Models for Compound Expression Recognition

Teaching Machines to Understand Human Subjectivity

Teaching Machines to Understand Human Subjectivity

How language models can predict and model diverse human opinions

AI-Powered Mental Health Detection in Healthcare

AI-Powered Mental Health Detection in Healthcare

Optimizing LLMs to identify depression and anxiety in chronic disease patients

LLMs vs. Human Experts in Psychological Assessment

LLMs vs. Human Experts in Psychological Assessment

AI tools show promise in evaluating personality test validity

Bridging the Persona Knowledge Gap in AI Conversations

Bridging the Persona Knowledge Gap in AI Conversations

A framework for more coherent and personalized AI interactions

MentalChat16K: Advancing Conversational Mental Health Support

MentalChat16K: Advancing Conversational Mental Health Support

A benchmark dataset for developing more effective AI mental health assistants

Talking to Your Digital Self

Talking to Your Digital Self

Using AI-generated self-voice for emotional well-being

AI-Powered Depression Detection in Social Media

AI-Powered Depression Detection in Social Media

Using LLMs to provide medically-informed explanations for mental health screening

AI Reimagining Mental Health Care

AI Reimagining Mental Health Care

Leveraging LLMs to Address the Global Mental Health Crisis

AI-Powered Anxiety Detection & Support

AI-Powered Anxiety Detection & Support

Personalized guidance through multi-scenario anxiety assessment

DeepPsy-Agent: AI-Powered Psychological Support

DeepPsy-Agent: AI-Powered Psychological Support

Combining Psychology Theory with Advanced AI for Better Emotional Support

DreamLLM-3D: Visualizing Dreams with AI

DreamLLM-3D: Visualizing Dreams with AI

Merging Language Models and 3D Generation for Immersive Dream Experiences

Reimagining LLMs in Mental Health Care

Reimagining LLMs in Mental Health Care

From Assistive Tools to Ethical Co-Creators

Smart Social Support Detection

Smart Social Support Detection

Overcoming Data Scarcity in Health Q&A Communities with LLMs

AI Support for Autistic Individuals

AI Support for Autistic Individuals

Reimagining how AI can help with negative self-talk

Emotion Analysis for Ethiopian Languages

Emotion Analysis for Ethiopian Languages

Multi-label emotion detection with intensity measurement

AI That Understands Human Emotions

AI That Understands Human Emotions

How multimodal language models can evaluate emotional content in images

Small Models, Big Impact in Mental Health

Small Models, Big Impact in Mental Health

Why smaller neural language models outperform LLMs in detecting thought disorders

Robots, Empathy, and Human Behavior

Robots, Empathy, and Human Behavior

How embodiment and tone of LLMs influence empathy elicitation

AI-Powered Depression Detection in Spanish

AI-Powered Depression Detection in Spanish

Using LLMs for interpretable early risk assessment

Revolutionizing Dementia Care with AI

Revolutionizing Dementia Care with AI

Multi-Knowledge Graph Approach for Personalized Support

OmniVox: Advancing Emotion Recognition Through AI

OmniVox: Advancing Emotion Recognition Through AI

Zero-shot LLMs outperform specialized audio models in emotion detection

Safely Evaluating Mental Health AI

Safely Evaluating Mental Health AI

A novel approach to testing LLM-based therapy chatbots without patient risk

Detecting Self-Destructive Content Across Languages

Detecting Self-Destructive Content Across Languages

First bilingual benchmark for evaluating LLMs on harmful content detection

Redefining Effective Mental Health Support

Redefining Effective Mental Health Support

A comprehensive dataset for AI-driven support tools

AI-Powered Psychodynamic Analysis

AI-Powered Psychodynamic Analysis

Automating the recognition of psychological conflicts using LLMs

Simulating Altered Consciousness in AI

Simulating Altered Consciousness in AI

How Glyph models psychedelic-like cognition in language models

When AI Therapists Turn Into Salespeople

When AI Therapists Turn Into Salespeople

Evaluating Ethical Boundaries in AI-Powered Motivational Interviewing

Optimizing LLMs for Mental Health Analysis

Optimizing LLMs for Mental Health Analysis

Fine-tuning outperforms prompt engineering and RAG for mental health text analysis

Does "Reasoning" with Large Language Models Improve Recogniz...

Does "Reasoning" with Large Language Models Improve Recogniz...

By Yilin Qi, Dong Won Lee...

AI-Powered PTSD Detection

AI-Powered PTSD Detection

Comparing NLP Methods and LLMs for Clinical Interview Analysis

AI-Powered Mental Health Assessment

AI-Powered Mental Health Assessment

Advancing diagnosis through multimodal machine learning

AI Conversations Boost Happiness

AI Conversations Boost Happiness

New research shows chatbots can improve subjective well-being

Leveraging LLMs for Mental Health Detection

Leveraging LLMs for Mental Health Detection

New frontiers in analyzing social media for early mental health intervention

Personalized Mental Health Support with AI

Personalized Mental Health Support with AI

Enhancing LLMs with real-time personalization for mental health dialogues

Robots as Emotional Confidants

Robots as Emotional Confidants

How AI companions can reduce loneliness and stress in young adults

AI-Powered Depression Detection

AI-Powered Depression Detection

Cost-Effective, Multilingual Mental Health Screening Using LLMs

Hidden Biases Against Mental Health Groups in LLMs

Hidden Biases Against Mental Health Groups in LLMs

How AI language models propagate stigma against vulnerable populations

AI-Powered Mental Health Crisis Detection

AI-Powered Mental Health Crisis Detection

Enhancing Social Media Intervention with Domain Knowledge

When AI Develops 'Mental Health Issues'

When AI Develops 'Mental Health Issues'

Detecting psychopathological patterns in Large Language Models

ELSA: Revolutionizing Emotional Intelligence in AI

ELSA: Revolutionizing Emotional Intelligence in AI

A new dataset bridging emotional granularity with stylistic diversity

AI vs. Humans in Mental Health Support

AI vs. Humans in Mental Health Support

Linguistic analysis reveals key differences in AI-generated mental health responses

Reducing Opioid Stigma with AI

Reducing Opioid Stigma with AI

LLMs can help decrease stigma in online health communities

Empathy Detection from Tabular Data

Empathy Detection from Tabular Data

Applying Foundation Models to Visual Empathy Detection

Enhancing Emotional Support AI

Enhancing Emotional Support AI

A State Machine Approach to More Effective Support Conversations

When AI Becomes the Listener

When AI Becomes the Listener

Exploring How Users Turn to LLMs for Mental Health Support

Key Takeaways

Summary of Research on Mental Health Applications and Psychological Support