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Mental-LLM
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1001/amajethics.2019.167openalex-snapshot
Can AI Help Reduce Disparities in General Medical and Mental Health Care?
inferredcites →https://doi.org/10.1002/widm.1356openalex-snapshot
Bias in data‐driven artificial intelligence systems—An introductory survey
inferredcites →https://doi.org/10.1007/978-3-030-17705-8_11openalex-snapshot
Assessing the Usability of a Chatbot for Mental Health Care
inferredcites →https://doi.org/10.1007/978-3-030-86383-8_35openalex-snapshot
Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction
inferredcites →https://doi.org/10.1007/978-3-031-16364-7_11openalex-snapshot
Data Set Creation and Empirical Analysis for Detecting Signs of Depression from Social Media Postings
inferredcites →https://doi.org/10.1007/s00127-013-0815-7openalex-snapshot
Another time point, a different story: one year effects of a social media intervention on the attitudes of young people towards mental health issues
inferredcites →https://doi.org/10.1007/s11920-019-1094-0openalex-snapshot
Artificial Intelligence for Mental Health and Mental Illnesses: an Overview
inferredcites →https://doi.org/10.1007/s42486-021-00072-4openalex-snapshot
Understanding practices and needs of researchers in human state modeling by passive mobile sensing
inferredcites →https://doi.org/10.1016/j.cobeha.2017.07.005openalex-snapshot
Detecting depression and mental illness on social media: an integrative review
inferredcites →https://doi.org/10.1016/j.csl.2017.01.014openalex-snapshot
On integrating a language model into neural machine translation
inferredcites →https://doi.org/10.1016/j.eurpsy.2018.08.004openalex-snapshot
Technology and mental health: The role of artificial intelligence
inferredcites →https://doi.org/10.1016/j.ijmedinf.2019.103978openalex-snapshot
An overview of the features of chatbots in mental health: A scoping review
inferredcites →https://doi.org/10.1016/j.inffus.2023.101861openalex-snapshot
ChatGPT: Jack of all trades, master of none
inferredcites →https://doi.org/10.1016/j.invent.2022.100578openalex-snapshot
Social media-based interventions for adolescent and young adult mental health: A scoping review
inferredcites →https://doi.org/10.1027/0227-5910/a000086openalex-snapshot
Suicide Announcement on Facebook
inferredcites →https://doi.org/10.1038/s41586-023-06160-yopenalex-snapshot
Health system-scale language models are all-purpose prediction engines
inferredcites →https://doi.org/10.1038/s41746-020-0233-7openalex-snapshot
Methods in predictive techniques for mental health status on social media: a critical review
inferredcites →https://doi.org/10.1038/s42256-022-00593-2openalex-snapshot
Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support
inferredcites →https://doi.org/10.1073/pnas.1802331115openalex-snapshot
Facebook language predicts depression in medical records
inferredcites →https://doi.org/10.1109/access.2019.2909180openalex-snapshot
Detection of Depression-Related Posts in Reddit Social Media Forum
inferredcites →https://doi.org/10.1109/asonam55673.2022.10068655openalex-snapshot
Predicting Depression and Anxiety on Reddit: a Multi-task Learning Approach
inferredcites →https://doi.org/10.1109/icacce.2018.8441760openalex-snapshot
PsyHeal: An Approach to Remote Mental Health Monitoring System
inferredcites →https://doi.org/10.1109/icpr.2010.764openalex-snapshot
The Balanced Accuracy and Its Posterior Distribution
inferredcites →https://doi.org/10.1109/isbi53787.2023.10230686openalex-snapshot
Classification of Breast Cancer in Mri with Multimodal Fusion
inferredcites →https://doi.org/10.1109/taffc.2014.2315623openalex-snapshot
Affective and Content Analysis of Online Depression Communities
inferredcites →https://doi.org/10.1109/tetc.2020.2974478openalex-snapshot
A Mental Health Chatbot for Regulating Emotions (SERMO) - Concept and Usability Test
inferredcites →https://doi.org/10.1126/sciadv.abq0701openalex-snapshot
Judging facts, judging norms: Training machine learning models to judge humans requires a modified approach to labeling data
inferredcites →https://doi.org/10.1145/2464464.2464480openalex-snapshot
Social media as a measurement tool of depression in populations
inferredcites →https://doi.org/10.1145/2556288.2557139openalex-snapshot
Estimating county health statistics with twitter
inferredcites →https://doi.org/10.1145/2700171.2791023openalex-snapshot
Machine Classification and Analysis of Suicide-Related Communication on Twitter
inferredcites →https://doi.org/10.1145/2702123.2702280openalex-snapshot
Recognizing Depression from Twitter Activity
inferredcites →https://doi.org/10.1145/2858036.2858207openalex-snapshot
Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media
inferredcites →https://doi.org/10.1145/3130960openalex-snapshot
Inferring Mood Instability on Social Media by Leveraging Ecological Momentary Assessments
inferredcites →https://doi.org/10.1145/3173574.3174215openalex-snapshot
Mental Health Support and its Relationship to Linguistic Accommodation in Online Communities
inferredcites →https://doi.org/10.1145/3308558.3313698openalex-snapshot
Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention
inferredcites →https://doi.org/10.1145/3334480.3381069openalex-snapshot
From Human-Human Collaboration to Human-AI Collaboration
inferredcites →https://doi.org/10.1145/3351274openalex-snapshot
Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students
inferredcites →https://doi.org/10.1145/3392836openalex-snapshot
Designing a Chatbot as a Mediator for Promoting Deep Self-Disclosure to a Real Mental Health Professional
inferredcites →https://doi.org/10.1145/3411763.3451799openalex-snapshot
SAD: A Stress Annotated Dataset for Recognizing Everyday Stressors in SMS-like Conversational Systems
inferredcites →https://doi.org/10.1145/3442381.3450097openalex-snapshot
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach
inferredcites →https://doi.org/10.1145/3448107openalex-snapshot
Leveraging Collaborative-Filtering for Personalized Behavior Modeling
inferredcites →https://doi.org/10.1145/3461702.3462624openalex-snapshot
Persistent Anti-Muslim Bias in Large Language Models
inferredcites →https://doi.org/10.1145/3485447.3512128openalex-snapshot
Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification
inferredcites →https://doi.org/10.1145/3494672openalex-snapshot
A Review on Fairness in Machine Learning
inferredcites →https://doi.org/10.1145/3544548.3581503openalex-snapshot
Understanding the Benefits and Challenges of Deploying Conversational AI Leveraging Large Language Models for Public Health Intervention
inferredcites →https://doi.org/10.1145/3571884.3597128openalex-snapshot
Trustworthy Embodied Conversational Agents for Healthcare
inferredcites →https://doi.org/10.1145/3571884.3604313openalex-snapshot
Harnessing Large Language Models for Cognitive Assistants in Factories
inferredcites →https://doi.org/10.1145/3589334.3648137openalex-snapshot
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models
inferredcites →https://doi.org/10.1145/3599696.3612895openalex-snapshot
Analyzing the Use of Large Language Models for Content Moderation with ChatGPT Examples
inferredcites →https://doi.org/10.1177/1178222618792860openalex-snapshot
Natural Language Processing of Social Media as Screening for Suicide Risk
inferredcites →https://doi.org/10.1186/s40537-022-00575-6openalex-snapshot
Stress detection using natural language processing and machine learning over social interactions
inferredcites →https://doi.org/10.14236/ewic/hci2017.24openalex-snapshot
Towards a chatbot for digital counselling
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14137openalex-snapshot
You Are What You Tweet: Analyzing Twitter for Public Health
inferredcites →https://doi.org/10.1609/icwsm.v7i1.14425openalex-snapshot
Perception Differences between the Depressed and Non-Depressed Users in Twitter
inferredcites →https://doi.org/10.1609/icwsm.v7i1.14432openalex-snapshot
Predicting Depression via Social Media
inferredcites →https://doi.org/10.1609/icwsm.v8i1.14526openalex-snapshot
Mental Health Discourse on reddit: Self-Disclosure, Social Support, and Anonymity
inferredcites →https://doi.org/10.1609/icwsm.v8i1.14574openalex-snapshot
Measuring Post Traumatic Stress Disorder in Twitter
inferredcites →https://doi.org/10.18653/v1/2020.louhi-1.16openalex-snapshot
Detection of Mental Health from Reddit via Deep Contextualized Representations
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.130openalex-snapshot
Large language models are few-shot clinical information extractors
inferredcites →https://doi.org/10.18653/v1/2022.ltedi-1openalex-snapshot
Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion
inferredcites →https://doi.org/10.18653/v1/w16-0307openalex-snapshot
The language of mental health problems in social media
inferredcites →https://doi.org/10.18653/v1/w17-3104openalex-snapshot
Monitoring Tweets for Depression to Detect At-risk Users
inferredcites →https://doi.org/10.18653/v1/w17-3107openalex-snapshot
Detecting Anxiety through Reddit
inferredcites →https://doi.org/10.18653/v1/w18-6223openalex-snapshot
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning
inferredcites →https://doi.org/10.2196/12244openalex-snapshot
The Use of Social Networking Sites in Mental Health Interventions for Young People: Systematic Review
inferredcites →https://doi.org/10.2196/17828openalex-snapshot
Perceptions and Opinions of Patients About Mental Health Chatbots: Scoping Review
inferredcites →https://doi.org/10.2196/jmir.7956openalex-snapshot
A Collaborative Approach to Identifying Social Media Markers of Schizophrenia by Employing Machine Learning and Clinical Appraisals
inferredcites →https://doi.org/10.24963/ijcai.2021/238openalex-snapshot
Accounting for Confirmation Bias in Crowdsourced Label Aggregation
inferredcites →https://doi.org/10.3115/v1/w15-1201openalex-snapshot
From ADHD to SAD: Analyzing the Language of Mental Health on Twitter through Self-Reported Diagnoses
inferredcites →https://doi.org/10.3115/v1/w15-1202openalex-snapshot
Quantifying the Language of Schizophrenia in Social Media
inferredcites →https://doi.org/10.3115/v1/w15-1204openalex-snapshot
CLPsych 2015 Shared Task: Depression and PTSD on Twitter
inferredcites →https://doi.org/10.3390/a13010007openalex-snapshot
Detection of Suicide Ideation in Social Media Forums Using Deep Learning
inferredcites →https://doi.org/10.7551/mitpress/7503.001.0001openalex-snapshot
Advances in Neural Information Processing Systems 19
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4699451openalex-extracted
Edge of Tomorrow: Evaluating Misinformation and Bias in LLM-Powered Chatbots on Climate Change and Mental Health
inferred← citeshttps://doi.org/10.1001/jamanetworkopen.2025.11922openalex-snapshot
Large Language Models and Text Embeddings for Detecting Depression and Suicide in Patient Narratives
inferred← citeshttps://doi.org/10.1002/aaai.12208openalex-snapshot
On the reliability of Large Language Models to misinformed and demographically informed prompts
inferred← citeshttps://doi.org/10.1002/eng2.70368openalex-snapshot
The Rise of Large Language Models: Evolution, Applications, and Future Directions
inferred← citeshttps://doi.org/10.1002/pchj.70048openalex-snapshot
The Assessment of Body Image Based on Large Language Model
inferred← citeshttps://doi.org/10.1002/widm.70038openalex-snapshot
A Guide to Machine Learning Epistemic Ignorance, Hidden Paradoxes, and Other Tensions
inferred← citeshttps://doi.org/10.1007/978-3-031-97313-0_10openalex-snapshot
LLM-Powered Topic Modeling for Discovering Public Mental Health Trends in Social Media
inferred← citeshttps://doi.org/10.1007/978-3-031-98170-8_10openalex-snapshot
RAG Prompting for Mental Health Classification with LLM: A Resource-Efficient Alternative to Instruction Tuning
inferred← citeshttps://doi.org/10.1007/978-3-032-16708-8_28openalex-snapshot
A Hybrid Inductive-Deductive Approach for Resource-Efficient Suicide Risk Detection in Counseling Conversations
inferred← citeshttps://doi.org/10.1007/978-3-032-31319-5_17openalex-snapshot
Can We Trust LLMs for Mental Health-Based Decisions? A Causality Aware Reliability Analysis
inferred← citeshttps://doi.org/10.1007/978-3-032-32729-1_49openalex-snapshot
Semantic Vectorization and LLMs for Predicting Emergency Fire Service Activity from Weather Bulletins
inferred← citeshttps://doi.org/10.1007/978-3-032-37654-1_31openalex-snapshot
Robust Mental Health Detection via Structured LLM Inference: A Study of LangGraph and Chain-of-Verification
inferred← citeshttps://doi.org/10.1007/978-981-95-3492-0_11openalex-snapshot
Minds and Machines: Revolutionizing Mental Health Care Through AI
inferred← citeshttps://doi.org/10.1007/978-981-96-0695-5_25openalex-snapshot
Enhancing AI Chatbots for Mental Health Support: A Comprehensive Approach
inferred← citeshttps://doi.org/10.1007/978-981-96-9048-0_12openalex-snapshot
A Novel Multimodal Approach to Personalized Mental Health: Body Language, Facial Emotion, Text, Audio, and Task Analysis Integration
inferred← citeshttps://doi.org/10.1007/978-981-97-5569-1_10openalex-snapshot
A Prototypical Classifier with Boosting Augmented Redundancy Detector for Causal Analysis of Mental Health over Social Media
inferred← citeshttps://doi.org/10.1007/978-981-97-7571-2_16openalex-snapshot
Large Language Models in Mental Healthcare Applications: A Survey
inferred← citeshttps://doi.org/10.1007/s10772-025-10218-9openalex-snapshot
Deep linguistic analysis for depression in social media using RoBERTa and CNN
inferred← citeshttps://doi.org/10.1007/s10916-025-02321-wopenalex-snapshot
Continuous Monitoring of Mental Health through Streaming Machine Learning with Counterfactual Explanations
inferred← citeshttps://doi.org/10.1007/s13042-026-03305-zopenalex-snapshot
A retrieval-augmented model guided zero-shot prompt for LLM to detect mental disorders in social media text
inferred← citeshttps://doi.org/10.1007/s13278-025-01495-yopenalex-snapshot
GEM: graph attention encoder for multi-task depression severity detection in multi-party conversations
inferred← citeshttps://doi.org/10.1007/s40501-025-00363-yopenalex-snapshot
Large Language Models in Mental Health Care: A Scoping Review
inferred← citeshttps://doi.org/10.1007/s41060-026-01146-1openalex-snapshot
Natural language processing for mental health assessment: a survey and comparative evaluation
inferred← citeshttps://doi.org/10.1007/s41060-026-01150-5openalex-snapshot
Advancing text-based personality detection: a comparative study of machine learning models on behavioral interview data and stream of consciousness essays
inferred← citeshttps://doi.org/10.1016/b978-0-443-33151-0.00016-2openalex-snapshot
Affect and mental state detection for mental health care
inferred← citeshttps://doi.org/10.1016/j.actpsy.2025.105462openalex-snapshot
Stress detection through prompt engineering with a general-purpose LLM
inferred← citeshttps://doi.org/10.1016/j.ajp.2024.104157openalex-snapshot
GPT-4o and multimodal large language models as companions for mental wellbeing
inferred← citeshttps://doi.org/10.1016/j.artmed.2025.103087openalex-snapshot
Improving unified information extraction in Chinese mental health domain with instruction-tuned LLMs and type-verification component
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113684openalex-snapshot
HumanMoD: A multi-RAG collaborative LLM for inclusive urban public healthcare services
inferred← citeshttps://doi.org/10.1016/j.asoc.2026.114943openalex-snapshot
FinePE: Fine-grained personality editing of large language model via mixture of LoRA experts
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2024.108258openalex-snapshot
The path from task-specific to general purpose artificial intelligence for medical diagnostics: A bibliometric analysis
inferred← citeshttps://doi.org/10.1016/j.displa.2025.103304openalex-snapshot
DepressionLLM: Emotion- and causality-aware depression detection with foundation models
inferred← citeshttps://doi.org/10.1016/j.dsm.2025.06.005openalex-snapshot
Integrative innovation of large language models in industries: technologies, applications, and challenges
inferred← citeshttps://doi.org/10.1016/j.dsm.2025.09.001openalex-snapshot
DeepSeek: implications for data science and management in the AI era
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.127191openalex-snapshot
Decoding the mind: A RAG-LLM on ICD-11 for decision support in psychology
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.130112openalex-snapshot
LLM-based semantic integration of stimulus–response pairs for depression detection in interview scenarios
inferred← citeshttps://doi.org/10.1016/j.ijhcs.2025.103589openalex-snapshot
Using LLMs for self-care: User and counsellor perspectives
inferred← citeshttps://doi.org/10.1016/j.jbi.2024.104755openalex-snapshot
Enhancing suicidal behavior detection in EHRs: A multi-label NLP framework with transformer models and semantic retrieval-based annotation
inferred← citeshttps://doi.org/10.1016/j.jnca.2025.104356openalex-snapshot
ArtPerception: ASCII art-based jailbreak on LLMs with recognition pre-test
inferred← citeshttps://doi.org/10.1016/j.mlwa.2025.100659openalex-snapshot
Going vegan with ChatGPT: Towards designing LLMs for personalized lifestyle changes
inferred← citeshttps://doi.org/10.1016/j.nlp.2024.100075openalex-snapshot
Harnessing large language models over transformer models for detecting Bengali depressive social media text: A comprehensive study
inferred← citeshttps://doi.org/10.1016/j.osnem.2025.100311openalex-snapshot
Advancing depression detection on social media platforms through fine-tuned large language models
inferred← citeshttps://doi.org/10.1016/j.psychres.2024.116119openalex-snapshot
Assessing dimensions of thought disorder with large language models: The tradeoff of accuracy and consistency
inferred← citeshttps://doi.org/10.1016/j.psychres.2025.116583openalex-snapshot
Assessing the accuracy and consistency of large language models in triaging social media posts for psychological distress
inferred← citeshttps://doi.org/10.1016/j.psychres.2025.116844openalex-snapshot
Integrating expert knowledge into large language models improves performance for psychiatric reasoning and diagnosis
inferred← citeshttps://doi.org/10.1016/s0140-6736(24)01121-8openalex-snapshot
The Lancet Commission on self-harm
inferred← citeshttps://doi.org/10.1038/s41537-025-00649-3openalex-snapshot
Leveraging computational linguistics and machine learning for detection of ultra-high risk of mental health disorders in youths
inferred← citeshttps://doi.org/10.1038/s41598-026-47312-0openalex-snapshot
Interpretable depressive symptoms screening via statistical reasoning-augmented large language models using wearable and environmental data
inferred← citeshttps://doi.org/10.1038/s41746-025-01512-6openalex-snapshot
Assessing and alleviating state anxiety in large language models
inferred← citeshttps://doi.org/10.1038/s41746-025-01979-3openalex-snapshot
Personalised modelling of routine variability and affective states
inferred← citeshttps://doi.org/10.1038/s41746-025-01982-8openalex-snapshot
Using a fine-tuned large language model for symptom-based depression evaluation
inferred← citeshttps://doi.org/10.1038/s41746-026-02885-yopenalex-snapshot
BCGNet: an AI model trained on 600 K hours of sleep data for a novel under-pillow contactless monitoring device
inferred← citeshttps://doi.org/10.1038/s44222-025-00279-5openalex-snapshot
Application of large language models in medicine
inferred← citeshttps://doi.org/10.1055/s-0044-1800750openalex-snapshot
Natural Language Processing for Digital Health in the Era of Large Language Models
inferred← citeshttps://doi.org/10.1080/20421338.2026.2686661openalex-snapshot
Deep multimodal mental health prediction using social media, sleep patterns, screen time, and 24-hour crisis forecasting
inferred← citeshttps://doi.org/10.1080/23736992.2025.2553146openalex-snapshot
Insights into Moral Reasoning of AI: A Comparative Study Between Humans and Large Language Models
inferred← citeshttps://doi.org/10.1080/29974100.2025.2545258openalex-snapshot
AI meets psychology: an exploratory study of large language models’ competence in psychotherapy contexts
inferred← citeshttps://doi.org/10.1093/9780198945215.003.0075openalex-snapshot
Navigating Ethical Challenges of AI Chatbots for Sex Therapy
inferred← citeshttps://doi.org/10.1093/jamia/ocae298openalex-snapshot
Using large language models to detect outcomes in qualitative studies of adolescent depression
inferred← citeshttps://doi.org/10.1093/schbul/sbaf102openalex-snapshot
Analyzing Generative AI and Machine Learning in Auto-Assessing Schizophrenia’s Negative Symptoms
inferred← citeshttps://doi.org/10.1101/2024.12.16.24317648openalex-snapshot
Evaluating Enhanced LLMs for Precise Mental Health Diagnosis from Clinical Notes
inferred← citeshttps://doi.org/10.1101/2025.07.23.25332040openalex-snapshot
Automated ICD-O-3 Coding of Real-World Pathology Reports Using Self-Hosted Large Language Models
inferred← citeshttps://doi.org/10.1108/el-12-2024-353openalex-snapshot
Editorial: Innovation measurement for scientific communication (IMSC) in the era of big data
inferred← citeshttps://doi.org/10.1109/access.2025.3561132openalex-snapshot
Arabic Cyberbullying Detection: A Comprehensive Review of Datasets and Methodologies
inferred← citeshttps://doi.org/10.1109/access.2025.3606335openalex-snapshot
LLM-Based Generative AI in Medicine: Analysis of Current Research Trends With BERTopic
inferred← citeshttps://doi.org/10.1109/access.2026.3736407openalex-snapshot
CriticExpert: A Lightweight Task-Specific Verification-and-Correction Framework for LLM-Generated Closed-Set Specialized Healthcare Text Coding
inferred← citeshttps://doi.org/10.1109/acroset62108.2024.10743711openalex-snapshot
Textual Therapies: Harnessing Language Models for Mental Health Insights
inferred← citeshttps://doi.org/10.1109/aece62803.2024.10911418openalex-snapshot
Therapeutic Tech: A Comparative Study of AI-Driven Mental Health Interventions
inferred← citeshttps://doi.org/10.1109/bhi62660.2024.10913781openalex-snapshot
PhysioLLM: Supporting Personalized Health Insights with Wearables and Large Language Models
inferred← citeshttps://doi.org/10.1109/bibm66473.2025.11356081openalex-snapshot
Explainable LLM-Based Prenatal Depression Screening from Questionnaires
inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10825307openalex-snapshot
Assessing Empathy in Large Language Models with Real-World Physician-Patient Interactions
inferred← citeshttps://doi.org/10.1109/cbms69103.2026.00011openalex-snapshot
Architecture, Evaluation Metrics, and Technical Feasibility of LLMS in Mental State Assessment: a Case Study in PTSD
inferred← citeshttps://doi.org/10.1109/ccece64018.2025.11364441openalex-snapshot
Enhancing Gemini for Mental Health Assessments
inferred← citeshttps://doi.org/10.1109/ceccc62598.2024.11063603openalex-snapshot
Predictive Modeling of Mental Health Awareness Using Naive Bayes Algorithm
inferred← citeshttps://doi.org/10.1109/compsac61105.2024.00371openalex-snapshot
A New Pipeline for Generating Instruction Dataset via RAG and Self Fine-Tuning
inferred← citeshttps://doi.org/10.1109/compsac69091.2026.00037openalex-snapshot
Summarization-Aware Inference Pipelines for Cost-Efficient Suicide Risk Classification Using Large Language Models
inferred← citeshttps://doi.org/10.1109/confluence60223.2024.10463521openalex-snapshot
Comparative Evaluation of Large Language Models for Abstractive Summarization
inferred← citeshttps://doi.org/10.1109/cspa64953.2025.10933098openalex-snapshot
Comparison of Depression Detection Between LLMs and Zero-Shot Learning Using DAD Dataset
inferred← citeshttps://doi.org/10.1109/fmlds67896.2025.00067openalex-snapshot
Evaluating Reasoning LLMs for Suicide Screening with the Columbia-Suicide Severity Rating Scale
inferred← citeshttps://doi.org/10.1109/iaict65714.2025.11101524openalex-snapshot
Exploring NLP for Mental Health Insights: Multi-Class Classification of Online Forum Texts
inferred← citeshttps://doi.org/10.1109/ic2sda68097.2025.11331569openalex-snapshot
Multi Aspect Detecting Mental Disorders using Machine and Transfer Learning Models on Reddit Posts
inferred← citeshttps://doi.org/10.1109/ic2sdt62152.2024.10696042openalex-snapshot
AI Insights: Revolutionizing Mental Health Assessments Through Predictive Models
inferred← citeshttps://doi.org/10.1109/icac2n63387.2024.10895249openalex-snapshot
Expert Patient Interaction Language Model (EPILM)
inferred← citeshttps://doi.org/10.1109/icaibd64986.2025.11081967openalex-snapshot
Natural Language Processing Algorithms to detect mental disorders in College Students in Lima, Perú
inferred← citeshttps://doi.org/10.1109/icbda65366.2025.11211318openalex-snapshot
Social Media Analysis for Mental Health using Large Language Models
inferred← citeshttps://doi.org/10.1109/iccsp64183.2025.11088443openalex-snapshot
Leveraging Emotions for Enhanced Mental Health Prediction Using Machine Learning Algorithms
inferred← citeshttps://doi.org/10.1109/icdh72779.2026.00035openalex-snapshot
Performative Empathy vs. Authentic Support: Benchmarking LLM Counselling Alignment for Digital Mental Health
inferred← citeshttps://doi.org/10.1109/icecet65726.2026.11633109openalex-snapshot
Ontology-Driven Depression Detection on Social Media via Large Language Model Reasoning
inferred← citeshttps://doi.org/10.1109/ichi69079.2026.00030openalex-snapshot
Guided Clinical Reasoning with LLMs: Reconstructing the PHQ-9 from Multimodal Inputs
inferred← citeshttps://doi.org/10.1109/ichi69079.2026.00060openalex-snapshot
LLM-Powered Personalized Glycemic Assessment in Type 2 Diabetes with Wearable Sensor Data
inferred← citeshttps://doi.org/10.1109/iciccs65191.2025.10985671openalex-snapshot
Subclassifying Sadness: Enhancing Sentiment Analysis in Social Media with Large Language Model
inferred← citeshttps://doi.org/10.1109/icme59968.2025.11209026openalex-snapshot
Making Small Language Model Excellent Symptom Inference Expert for Mental Disorders Detection
inferred← citeshttps://doi.org/10.1109/icosaas68663.2026.11649297openalex-snapshot
Leveraging Fine-Tuned LLAMA for Mental Health Support
inferred← citeshttps://doi.org/10.1109/icsecs65227.2025.11278934openalex-snapshot
MonBarta: Deep Dive into Psychological Diagnosis of Mental Health Conversations Using LLM
inferred← citeshttps://doi.org/10.1109/icsist70215.2026.11706344openalex-snapshot
NeuroSym-MHIR: A Neuro-Symbolic Hybrid Intelligence Framework for Multi-Stage Mental Health Risk Stratification, Behavioral Phenotyping, and Personalized Intervention Recommendation
inferred← citeshttps://doi.org/10.1109/icwr65219.2025.11006176openalex-snapshot
SENTINEL-LLM: Suicide Ensemble-Based Text Intelligence and Natural Language Evaluation Through Large Language Models
inferred← citeshttps://doi.org/10.1109/incet64471.2025.11140291openalex-snapshot
Harnessing Deep Learning for Mental Health: A Comparative Study of BERT, LSTM, and GPT-2
inferred← citeshttps://doi.org/10.1109/itc-egypt66095.2025.11186677openalex-snapshot
Dual System With Large Language Models for Detecting and Supporting Low Confidence in Young Social Media Users
inferred← citeshttps://doi.org/10.1109/jbhi.2024.3483577openalex-snapshot
A Cross Attention Approach to Diagnostic Explainability Using Clinical Practice Guidelines for Depression
inferred← citeshttps://doi.org/10.1109/jbhi.2025.3570900openalex-snapshot
Automated Depression Detection From Text and Audio: A Systematic Review
inferred← citeshttps://doi.org/10.1109/jbhi.2025.3594133openalex-snapshot
MentalQLM: A Lightweight Large Language Model for Mental Healthcare Based on Instruction Tuning and Dual LoRA Modules
inferred← citeshttps://doi.org/10.1109/nmitcon62075.2024.10698878openalex-snapshot
Harnessing Machine Learning for Mental Health Assessment: Comparative Analysis of Predictive Models
inferred← citeshttps://doi.org/10.1109/rivf68649.2025.11365083openalex-snapshot
A Data Construction and Fine-Tuning Framework for LLM-Based Vietnamese Mental Health Assessment
inferred← citeshttps://doi.org/10.1109/sita67914.2025.11273691openalex-snapshot
Use, Performance, and Limitations of Large Language Models in Mental Health: A Systematic Review
inferred← citeshttps://doi.org/10.1109/tai.2026.3688443openalex-snapshot
Explainable AI for Mental Disorder Detection on Social Media: A Survey and Outlook
inferred← citeshttps://doi.org/10.1109/tcc.2026.3716348openalex-snapshot
Secure LLM Annotation: Hierarchical Mental Health Risk Intervention With Safety Alignment
inferred← citeshttps://doi.org/10.1109/tcss.2024.3475413openalex-snapshot
LLM Plus Machine Learning Outperform Expert Rating to Predict Life Satisfaction From Self-Statement Text
inferred← citeshttps://doi.org/10.1109/tcss.2024.3497725openalex-snapshot
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation
inferred← citeshttps://doi.org/10.1109/tcss.2025.3561073openalex-snapshot
The Impact of Listening to Music on Stress Level for Anxiety, Depression, and PTSD: Mixed-Effect Models and Propensity Score Analysis
inferred← citeshttps://doi.org/10.1109/tcss.2025.3572596openalex-snapshot
Leveraging AI for Mental Healthcare in Social Fintech: A Multilingual Evaluation of Large Language Models
inferred← citeshttps://doi.org/10.1109/tcss.2026.3669302openalex-snapshot
MeDiTate: A Deep Learning Framework for Mental Disorder State Detection in the Era of Social Media
inferred← citeshttps://doi.org/10.1109/tmc.2025.3591096openalex-snapshot
DepGuard: Depression Recognition and Episode Monitoring System With a Ubiquitous Wrist-Worn Device
inferred← citeshttps://doi.org/10.1109/tmc.2025.3591561openalex-snapshot
User Context Generation for Large Language Models From Mobile Sensing Data
inferred← citeshttps://doi.org/10.1109/urtc65039.2024.10937571openalex-snapshot
MInDS: Using Large Language Models to Screen for Depression
inferred← citeshttps://doi.org/10.1109/wiecon-ece69386.2025.11525902openalex-snapshot
MentalLLM: A Transformer-Based Large Language Model Framework for Depression Detection
inferred← citeshttps://doi.org/10.1109/wpmc63271.2024.10863784openalex-snapshot
Unraveling Mental Health Trends: Predictive Insights Through NLP Analysis
inferred← citeshttps://doi.org/10.1111/aphw.12602openalex-snapshot
Enhancing health assessments with large language models: A methodological approach
inferred← citeshttps://doi.org/10.1136/archdischild-2025-329846openalex-snapshot
AI-simulated clinical consultations: Assessing the potential of ChatGPT to support medical training
inferred← citeshttps://doi.org/10.1136/bmjment-2025-301817openalex-snapshot
Interpreting psychiatric digital phenotyping data with large language models: a preliminary analysis
inferred← citeshttps://doi.org/10.1136/bmjopen-2025-103652openalex-snapshot
Harnessing digital phenotyping to advance university student mental health (Brightline) in Singapore: study protocol for a prospective observational study
inferred← citeshttps://doi.org/10.1145/3613905.3650767openalex-snapshot
Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App
inferred← citeshttps://doi.org/10.1145/3658644.3690231openalex-snapshot
ProphetFuzz: Fully Automated Prediction and Fuzzing of High-Risk Option Combinations with Only Documentation via Large Language Model
inferred← citeshttps://doi.org/10.1145/3659625openalex-snapshot
Talk2Care: An LLM-based Voice Assistant for Communication between Healthcare Providers and Older Adults
inferred← citeshttps://doi.org/10.1145/3664476.3664497openalex-snapshot
On the Effectiveness of Large Language Models for GitHub Workflows
inferred← citeshttps://doi.org/10.1145/3675094.3677543openalex-snapshot
ARAS: LLM-Supported Augmented Reality Assistance System for Pancreatic Surgery
inferred← citeshttps://doi.org/10.1145/3675094.3678494openalex-snapshot
Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health
inferred← citeshttps://doi.org/10.1145/3678884.3681826openalex-snapshot
Challenges and Opportunities of LLM-Based Synthetic Personae and Data in HCI
inferred← citeshttps://doi.org/10.1145/3678884.3681858openalex-snapshot
Towards Culturally Adaptive Large Language Models in Mental Health: Using ChatGPT as a Case Study
inferred← citeshttps://doi.org/10.1145/3681794openalex-snapshot
AI-Assisted Diagnosing, Monitoring and Treatment of Mental Disorders: A Survey
inferred← citeshttps://doi.org/10.1145/3687035openalex-snapshot
Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities
inferred← citeshttps://doi.org/10.1145/3699747openalex-snapshot
Sensor2Text: Enabling Natural Language Interactions for Daily Activity Tracking Using Wearable Sensors
inferred← citeshttps://doi.org/10.1145/3699761openalex-snapshot
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences
inferred← citeshttps://doi.org/10.1145/3700789openalex-snapshot
Integrating Content Moderation Systems with Large Language Models
inferred← citeshttps://doi.org/10.1145/3701041openalex-snapshot
Improving Workplace Well-being in Modern Organizations: A Review of Large Language Model-based Mental Health Chatbots
inferred← citeshttps://doi.org/10.1145/3701716.3717550openalex-snapshot
IntervEEG-LLM: Exploring EEG-Based Multimodal Data for Customized Mental Health Interventions
inferred← citeshttps://doi.org/10.1145/3706598.3713115openalex-snapshot
Social Simulation for Everyday Self-Care: Design Insights from Leveraging VR, AR, and LLMs for Practicing Stress Relief
inferred← citeshttps://doi.org/10.1145/3706598.3713386openalex-snapshot
Lookee: Gaze Tracking-based Infant Vocabulary Comprehension Assessment and Analysis
inferred← citeshttps://doi.org/10.1145/3706598.3713453openalex-snapshot
Customizing Emotional Support: How Do Individuals Construct and Interact With LLM-Powered Chatbots
inferred← citeshttps://doi.org/10.1145/3706598.3713485openalex-snapshot
Private Yet Social: How LLM Chatbots Support and Challenge Eating Disorder Recovery
inferred← citeshttps://doi.org/10.1145/3706598.3713705openalex-snapshot
AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
inferred← citeshttps://doi.org/10.1145/3706598.3713888openalex-snapshot
Exploring Modular Prompt Design for Emotion and Mental Health Recognition
inferred← citeshttps://doi.org/10.1145/3706598.3714161openalex-snapshot
Vision-Based Multimodal Interfaces: A Survey and Taxonomy for Enhanced Context-Aware System Design
inferred← citeshttps://doi.org/10.1145/3706598.3714297openalex-snapshot
ShamAIn: Designing Superior Conversational AI Inspired by Shamanism
inferred← citeshttps://doi.org/10.1145/3706599.3706743openalex-snapshot
Affective interaction and affective computing - past, present and future
inferred← citeshttps://doi.org/10.1145/3706599.3719684openalex-snapshot
How Self-Disclosing Chatbots Influence Student Engagement, Assessment Accuracy, and Self-Reflection in Academic Stress Assessment
inferred← citeshttps://doi.org/10.1145/3706599.3719735openalex-snapshot
"Show Your Mind": Unveiling User Experience on an AI-based Mental Health Assessment System with Symptom-based Evidences
inferred← citeshttps://doi.org/10.1145/3706599.3720244openalex-snapshot
Can LLMs be used to Quantify the Emotional Salience of Text Statements using an Elo Rating System?
inferred← citeshttps://doi.org/10.1145/3708359.3712091openalex-snapshot
Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks
inferred← citeshttps://doi.org/10.1145/3711542.3711559openalex-snapshot
AnxiBERT - Prompt Engineering for Social Media Anxiety Detection
inferred← citeshttps://doi.org/10.1145/3714394.3754388openalex-snapshot
Fine-tuning LLM for Counseling Application in Federated Learning Setting
inferred← citeshttps://doi.org/10.1145/3715014.3722067openalex-snapshot
LightLLM: A Versatile Large Language Model for Predictive Light Sensing
inferred← citeshttps://doi.org/10.1145/3719160.3736615openalex-snapshot
Linguistic Diversity and Mental Well-Being: Co-Designing Custom AI Chatbots with Multilingual Mothers
inferred← citeshttps://doi.org/10.1145/3719664openalex-snapshot
A Review on Edge Large Language Models: Design, Execution, and Applications
inferred← citeshttps://doi.org/10.1145/3721201.3721389openalex-snapshot
Predicting The Severity of Anxiety in Adolescents Through Passively Sensed Behaviors
inferred← citeshttps://doi.org/10.1145/3726986.3727023openalex-snapshot
Understanding use of Large Language Models in Healthcare: An HCI Scoping Review
inferred← citeshttps://doi.org/10.1145/3748699.3749798openalex-snapshot
Preventing Accidental Sharing of Misinformation Using Large Language Models
inferred← citeshttps://doi.org/10.1145/3748699.3749805openalex-snapshot
An Assessment of LLM-Based Auditing and Validation for Web Accessibility
inferred← citeshttps://doi.org/10.1145/3748699.3749821openalex-snapshot
Generative AI for Personalized Travel Itineraries: An iOS Application for Optimized City Exploration
inferred← citeshttps://doi.org/10.1145/3749497openalex-snapshot
TherAIssist: Assisting Art Therapy Homework and Client-Practitioner Collaboration through Human-AI Interaction
inferred← citeshttps://doi.org/10.1145/3749728.3749731openalex-snapshot
Human–AI Collaboration to Empower People Providing Support
inferred← citeshttps://doi.org/10.1145/3749728.3749732openalex-snapshot
Human–AI Collaboration to Empower People Seeking Support
inferred← citeshttps://doi.org/10.1145/3749728.3749733openalex-snapshot
Evaluating AI-based Mental Health Interventions
inferred← citeshttps://doi.org/10.1145/3749728.3749735openalex-snapshot
Supplementary Materials for Human–AI Collaboration to Empower People Providing Support
inferred← citeshttps://doi.org/10.1145/3749728.3749736openalex-snapshot
Supplementary Materials for Human–AI Collaboration to Empower People Seeking Support
inferred← citeshttps://doi.org/10.1145/3749728.3749737openalex-snapshot
Supplementary Material for Evaluating AI-Based Mental Health Interventions
inferred← citeshttps://doi.org/10.1145/3757434openalex-snapshot
Understanding Community 'Likes' and Clinical Perspective in Mental Health Discourse: Insights from YouTube Comments on College Students' Mental Health
inferred← citeshttps://doi.org/10.1145/3757442openalex-snapshot
"Mango Mango, How to Let The Lettuce Dry Without A Spinner?": Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner
inferred← citeshttps://doi.org/10.1145/3757619openalex-snapshot
Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness
inferred← citeshttps://doi.org/10.1145/3757662openalex-snapshot
Supporting from afar: Exploring Practices and Challenges of Remote Support-Giving for Mental Health
inferred← citeshttps://doi.org/10.1145/3765766.3765772openalex-snapshot
Speaking or Writing: Do Response Times Influence Anthropomorphism Differently for ADHD and Neurotypical Users in a Mental Health Chatbot?
inferred← citeshttps://doi.org/10.1145/3770661openalex-snapshot
Design and Evaluation of Generative Agent-based Platform for Human-Assistant Interaction Research: A Tale of 10 User Studies
inferred← citeshttps://doi.org/10.1145/3772318.3790734openalex-snapshot
Exploring the Design of a LLM-Based AI Assistant for Mindfulness Practice With Older Adults
inferred← citeshttps://doi.org/10.1145/3772318.3791352openalex-snapshot
Inferring Affect and Intervention Opportunities for Cancer Survivors from Digital Diaries with Context-Aware LLMs
inferred← citeshttps://doi.org/10.1145/3772318.3791763openalex-snapshot
A Conditional Companion: Lived Experiences of People with Mental Health Disorders Using LLMs
inferred← citeshttps://doi.org/10.1145/3772363.3778742openalex-snapshot
Everyday Wearable for Personalized Health and Well-Being
inferred← citeshttps://doi.org/10.1145/3772363.3798400openalex-snapshot
Generative AI in the Online Mental Health Information Ecosystem: Young Adults' Use and Perceptions
inferred← citeshttps://doi.org/10.1145/3772363.3799159openalex-snapshot
The You You Are: A Payphone Installation for Parallel-Self Dialogue Enabled by Voice Cloning
inferred← citeshttps://doi.org/10.1145/3774904.3792988openalex-snapshot
coTherapist: A Behavior-Aligned Small Language Model Framework to Support Mental Healthcare Experts
inferred← citeshttps://doi.org/10.1145/3774935.3812715openalex-snapshot
Personalization Matters: Benchmarking ML, DL and LLMs for Mental Health Forecasting from Smartphone Sensing Data
inferred← citeshttps://doi.org/10.1145/3776574.3828965openalex-snapshot
Designing Multimodal Conversational AI for Longitudinal Well-Being Monitoring
inferred← citeshttps://doi.org/10.1145/3776574.3831211openalex-snapshot
Beyond Surveys: Predicting Student Well-being from Open-ended Video Responses using LLMs
inferred← citeshttps://doi.org/10.1145/3776591.3832504openalex-snapshot
Do Emotional Cues Matter? Exploring Support Strategy Selection in LLM-Based Supportive Conversations
inferred← citeshttps://doi.org/10.1145/3779213openalex-snapshot
DoRA: D ual-encoder Dem o nstration R etriever A rchitecture to Transfer Large Language Models for Depressive Symptom Detection
inferred← citeshttps://doi.org/10.1145/3786579.3799787openalex-snapshot
Healthcare Beyond Reaction: Harnessing AI and Sensing for Proactive Care
inferred← citeshttps://doi.org/10.1145/3786579.3804943openalex-snapshot
"I Use ChatGPT to Humanize My Words": Affordances and Risks of ChatGPT to Autistic Users
inferred← citeshttps://doi.org/10.1145/3795766.3799756openalex-snapshot
Transformer-based Risk Screening of Gaming Addiction from Reddit Posts and Posting Burstiness
inferred← citeshttps://doi.org/10.1145/3803686.3803713openalex-snapshot
Predicting Public Intention to Seek AI-Based Psychological Help Using Random Forest: A Survey-Based Study
inferred← citeshttps://doi.org/10.1145/3817112openalex-snapshot
Therapy as an NLP Task: Comparing LLMs and Human Peers Behaviors in CBT Sessions
inferred← citeshttps://doi.org/10.1145/3829807.3829873openalex-snapshot
Talk to Me Kindly: Designing AI Companions to Foster Positive Self-Talk in Young Adults
inferred← citeshttps://doi.org/10.1145/3831653openalex-snapshot
Feasibility of Using a Multi-Agent LLM System to Correct Annotations and Support Low-Effort Activity Labeling
inferred← citeshttps://doi.org/10.1146/annurev-biodatasci-102224-074736openalex-snapshot
The Development Landscape of Large Language Models for Biomedical Applications
inferred← citeshttps://doi.org/10.1177/00332941261473851openalex-snapshot
Associated Factors of Depressive Expression in Social Media During Emergencies: An LLM-Based Analysis
inferred← citeshttps://doi.org/10.1177/20552076251408281openalex-snapshot
DepGLM: Depression degree recognition on social media based on large language models
inferred← citeshttps://doi.org/10.1177/24056456251385719openalex-snapshot
Generative Contextual Insights for Social Media Mental Health Detection With Shapley Additive Explanations (SHAP)-Based Interpretation
inferred← citeshttps://doi.org/10.1183/16000617.0288-2025openalex-snapshot
Cough biomarkers for diagnosis and monitoring of respiratory disease: a systematic review
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