Large Language Model Mental Health

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Large Language Models in Mental Health Care: a Scoping …

(2 days ago) WebA large portion of mental health issues and their management take place within the realm of natural language.5,6 keywords "Large Language Model" AND "mental OR psychiatry OR psychology." Whenever possible, we restricted the search scope to titles and …

https://arxiv.org/pdf/2401.02984

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Large Language Models in Mental Health Care: a Scoping Review

(2 days ago) WebObjective: The growing use of large language models (LLMs) stimulates a need for a comprehensive review of their applications and outcomes in mental health …

https://arxiv.org/abs/2401.02984

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Mental-LLM: Leveraging Large Language Models for Mental …

(2 days ago) WebOur best-finetuned models, Mental-Alpaca and Mental-FLAN-T5, outperform the best prompt design of GPT-3.5 (25 and 15 times bigger) by 10.9% on balanced accuracy and …

https://arxiv.org/pdf/2307.14385

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Large language models in health care: Development, applications, …

(6 days ago) WebIn addition, GatorTron, the largest clinical language model available, was trained from scratch using over 90 billion words of text from the deidentified clinical notes of University …

https://onlinelibrary.wiley.com/doi/full/10.1002/hcs2.61

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The promise of large language models in health care

(3 days ago) WebA large language model for electronic health records. Npj Digit Med. 2022; 5: 1-9. Crossref; PubMed; an effect that has been well described in the field of mental …

https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00216-7/fulltext

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Using large language models in psychology - Nature

(Just Now) WebLarge language models (LLMs), which can generate and score text in human-like ways, have the potential to advance psychological measurement, …

https://www.nature.com/articles/s44159-023-00241-5

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The effect of using a large language model to respond to patient

(3 days ago) WebThe relentless increase in administrative responsibilities, amplified by electronic health record (EHR) systems, has diverted clinician attention from direct patient care, …

https://www.thelancet.com/journals/landig/article/PIIS2589-7500(24)00060-8/fulltext

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Mental-LLM: Leveraging Large Language Models for Mental …

(6 days ago) WebOur best-finetuned models, Mental-Alpaca and Mental-FLAN-T5, outperform the best prompt design of GPT-3.5 (25 and 15 times bigger) by 10.9% on balanced …

https://paperswithcode.com/paper/leveraging-large-language-models-for-mental

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Global Mental Health Services and AI-Powered Language Models

(7 days ago) WebThere is a large and growing need for mental health services worldwide, but there is a massive shortage of mental health specialists to meet these needs—particularly in …

https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2804646

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Mental-LLM: Leveraging Large Language Models for Mental …

(8 days ago) WebMental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data. Authors: Xuhai Xu. Chuanqi Tan, Baobao Chang, …

https://dl.acm.org/doi/10.1145/3643540

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Mental-LLM: Leveraging Large Language Models for Mental …

(4 days ago) WebSince natural language is a major component of mental health assessment and treatment (Sharma and De Choudhury, 2018; Gkotsis et al., 2016), LLMs could be a powerful tool …

https://ar5iv.labs.arxiv.org/html/2307.14385

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The promise of large language models in health care - The …

(5 days ago) WebA large language model for electronic health records. Npj Digit Med. 2022; 5: 1–9. 3 Straw I, Callison-Burch C. Artificial intelligence in mental health and the biases of language . …

https://www.thelancet.com/pdfs/journals/lancet/PIIS0140-6736(23)00216-7.pdf

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Large Language Model for Mental Health: A Systematic Review

(3 days ago) WebLarge language models (LLMs) have received much attention and shown their potential in digital health, while their application in mental health is subject to …

https://paperswithcode.com/paper/large-language-model-for-mental-health-a

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Leveraging Large Language Models for Emotional Reappraisal

(4 days ago) WebIn recent years, the intersection of artificial intelligence (AI) and mental health has received attention in many areas—from popular blogs to medicine and academia. …

https://www.psychologytoday.com/intl/blog/the-digital-self/202404/leveraging-large-language-models-for-emotional-reappraisal

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Beyond rating scales: With targeted evaluation, large language …

(5 days ago) WebThe success of the large language model is mostly attributed to its capability to numerically represent words in their context, long a weakness of previous …

https://psycnet.apa.org/record/2024-55469-001

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Mental-LLM: Leveraging Large Language Models for Mental …

(6 days ago) WebA comprehensive evaluation of multiple LLMs on various mental health prediction tasks via online text data, including Alpaca, Alpaca-LoRA, FLAN-T5, GPT-3.5, …

https://www.semanticscholar.org/paper/Mental-LLM%3A-Leveraging-Large-Language-Models-for-Xu-Yao/7bc9607c5cf3fc817675d46844f529097d579514

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Large Language Models in Mental Health Care: a Scoping Review

(5 days ago) WebLLMs show promising potential in advancing mental health care, with applications in diagnostics, and patient support, and Continued advancements depend on collaborative, …

https://www.semanticscholar.org/paper/Large-Language-Models-in-Mental-Health-Care%3A-a-Hua-Liu/1b516059eee07c1f7dae4008d7109e0f6bff64bb

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Large Language Model for Mental Health: A Systematic Review

(2 days ago) WebLarge language models (LLMs) have received much attention and shown their potential in digital health, while their application in mental health is subject to …

https://arxiv.org/abs/2403.15401

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Towards Interpretable Mental Health Analysis with Large …

(8 days ago) WebLLaMA (Touvron et al., 2023) is a set of open-source LLMs developed by Meta AI, which are generatively pre-trained on entirely publicly available datasets. We test the zero-shot …

https://aclanthology.org/2023.emnlp-main.370.pdf

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GitHub - neuhai/Mental-LLM: The repo for paper "Mental-LLM: …

(6 days ago) WebThis is the repository for the paper Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data, an updated version of this paper is under …

https://github.com/neuhai/Mental-LLM

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Towards Interpretable Mental Health Analysis with Large …

(5 days ago) WebKailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Ziyan Kuang, and Sophia Ananiadou. 2023. Towards Interpretable Mental Health Analysis with Large …

https://aclanthology.org/2023.emnlp-main.370/

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The Impact of Multimodal Large Language Models on Health …

(4 days ago) WebThe Current State of Large Language Models in Health Care and Medicine. When large language models (LLMs) were introduced to the public at large in late 2022 …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654899/

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ChatCounselor: A Large Language Models for Mental Health …

(4 days ago) WebThis paper presents ChatCounselor, a large language model (LLM) solution designed to provide mental health support. Unlike generic chatbots, ChatCounselor is …

https://paperswithcode.com/paper/chatcounselor-a-large-language-models-for

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MentalBERT: Publicly Available Pretrained Language Models …

(4 days ago) WebMental health is a critical issue in modern society, and mental disorders could sometimes turn to suicidal ideation without language model called BERT (Devlin et al., 2019) uti …

https://aclanthology.org/2022.lrec-1.778.pdf

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Large language models approach expert-level clinical knowledge …

(9 days ago) WebAuthor summary Large language models (LLMs) are the most sophisticated form of language-based artificial intelligence. LLMs have the potential to improve …

https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000341

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Large Language Model for Mental Health: A Systematic …

(2 days ago) WebLarge language models; Mental health; Digital healthcare; ChatGPT; BERT _____ 1. Introduction and Background 1.1Mental Health Mental health, a critical component of …

https://arxiv.org/pdf/2403.15401

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NPR-AI, a Large Language Model Chatbot, Talks with Davx

(5 days ago) WebA Conversation with NPR-AI, the Latest Large Language Model Chatbot. Now NPR CEO-Katherine Maher speaks at the Web Summit in Lisbon, Portugal, November …

https://www.nationalreview.com/corner/a-conversation-with-npr-ai-the-latest-large-language-model-chatbot/

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A natural language model to automate scoring of …

(Just Now) WebBiases in the retrieval of personal, autobiographical memories are a core feature of multiple mental health disorders, and are associated with poor clinical …

https://link.springer.com/article/10.3758/s13428-024-02385-5

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AI and narrative embeddings detect PTSD following childbirth via …

(2 days ago) WebOur model outperformed (F1 score: 0.81) ChatGPT and six previously published large text-embedding models trained on mental health or clinical domains data, suggesting that …

https://ui.adsabs.harvard.edu/abs/2024NatSR..14.8336B/abstract

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DAIC-WOZ: On the Validity of Using the Therapist's prompts in …

(2 days ago) WebAutomatic depression detection from conversational data has gained significant interest in recent years. The DAIC-WOZ dataset, interviews conducted by a human-controlled …

https://ui.adsabs.harvard.edu/abs/2024arXiv240414463B/abstract

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During the pandemic, 41% of US adults faced high levels of mental

(7 days ago) WebThe mental health questions were included on four surveys. The first survey was conducted among 11,537 U.S. adults March 19-24, 2020; a second survey with the …

https://www.pewresearch.org/short-reads/2022/12/12/at-least-four-in-ten-u-s-adults-have-faced-high-levels-of-psychological-distress-during-covid-19-pandemic/

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ChatCounselor: A Large Language Models for Mental Health …

(6 days ago) WebChatCounselor: A Large Language Models for Mental Health Support. We propose a benchmark framework that utilizes GPT-4 for automated evaluation, which provides a …

https://arxiv.org/pdf/2309.15461.pdf

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Many mental-health conditions have bodily triggers - The Economist

(Just Now) WebMs Huitson is not alone in having a dysfunction in the brain mistaken for one in the mind. Evidence is accumulating that an array of infections can, in some cases, trigger …

https://www.economist.com/science-and-technology/2024/04/24/many-mental-health-conditions-have-bodily-triggers

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