Title
Private Yet Social: How LLM Chatbots Support and Challenge Eating Disorder Recovery Ryuhaerang Choi Taehan Kim Subin Park Jennifer G Kim Sung-Ju Lee AI4MH 61 0 0 16 Dec 2024
Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks Annalisa Szymanski Noah Ziems Heather A. Eicher-Miller T. Li Meng-Long Jiang Ronald A Metoyer ALM ELM 31 19 0 26 Oct 2024
Sensor2Text: Enabling Natural Language Interactions for Daily Activity Tracking Using Wearable Sensors Wenqiang Chen Jiaxuan Cheng Leyao Wang Wei Zhao Wojciech Matusik 18 1 0 26 Oct 2024
AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker V. D. Swain Qiuyue "Joy" Zhong Jash Rajesh Parekh Yechan Jeon Roy Zimmerman Mary Czerwinski J. Suh Varun Mishra Koustuv Saha Javier Hernández AI4MH 36 0 0 18 Oct 2024
On the Reliability of Large Language Models to Misinformed and Demographically-Informed Prompts Toluwani Aremu Oluwakemi Akinwehinmi Chukwuemeka Nwagu Syed Ishtiaque Ahmed Rita Orji Pedro Arnau Del Amo Abdulmotaleb El Saddik 16 0 0 06 Oct 2024
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences Subigya Nepal Arvind Pillai William Campbell Talie Massachi Michael V. Heinz ... Colin A. Depp Nicholas C. Jacobson Mary Czerwinski Eric L. Granholm Andrew T. Campbell 15 7 0 15 Sep 2024
PhysioLLM: Supporting Personalized Health Insights with Wearables and Large Language Models Cathy Mengying Fang Valdemar Danry Nathan W Whitmore Andria Bao Andrew Hutchison Cayden Pierce Pattie Maes LM&MA AI4MH 30 9 0 27 Jun 2024
Assessing Empathy in Large Language Models with Real-World Physician-Patient Interactions Man Luo Christopher J. Warren Lu Cheng Haidar M Abdul-Muhsin Imon Banerjee LM&MA AI4MH 27 2 0 26 May 2024
Digital Diagnostics: The Potential Of Large Language Models In Recognizing Symptoms Of Common Illnesses Gaurav Kumar Gupta Aditi Singh Sijo Valayakkad Manikandan Abul Ehtesham LM&MA 33 1 0 09 May 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 24 6 0 02 May 2024
Large Language Models Perform on Par with Experts Identifying Mental Health Factors in Adolescent Online Forums Isablle Lorge Dam W. Joyce Andrey Kormilitzin AI4MH 27 0 0 25 Apr 2024
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model Zita Lifelo Huansheng Ning Sahraoui Dhelim AI4MH 33 0 0 13 Apr 2024
Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App Subigya Nepal Arvind Pillai William Campbell Talie Massachi Eunsol Soul Choi ... Colin A. Depp Nicholas C. Jacobson Mary Czerwinski Dom McGrath Andrew T. Campbell 19 24 0 30 Mar 2024
On the effectiveness of Large Language Models for GitHub Workflows Xinyu Zhang Siddharth Muralee Sourag Cherupattamoolayil Aravind Machiry 20 2 0 19 Mar 2024
Scope of Large Language Models for Mining Emerging Opinions in Online Health Discourse Joseph Gatto Madhusudan Basak Yash Srivastava Philip Bohlman S. Preum 30 1 0 05 Mar 2024
A Dual-Prompting for Interpretable Mental Health Language Models Hyolim Jeon Dongje Yoo Daeun Lee Sejung Son Seungbae Kim Jinyoung Han AI4MH 25 4 0 20 Feb 2024
Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study Ahmadul Karim Chowdhury Saidur Rahman Sujon Md. Shirajus Salekin Shafi Tasin Ahmmad Sifat Ahmed Khan Md. Hasib Faisal Muhammad Shah AI4MH 26 1 0 14 Jan 2024
An Assessment on Comprehending Mental Health through Large Language Models Mihael Arcan Paul-David Niland Fionn Delahunty AI4MH 13 3 0 09 Jan 2024
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng-Long Jiang 16 8 0 11 Dec 2023
Rethinking Large Language Models in Mental Health Applications Shaoxiong Ji Tianlin Zhang Kailai Yang Sophia Ananiadou Erik Cambria LM&MA AI4MH 8 18 0 19 Nov 2023
More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering Bingsheng Yao Guiming Hardy Chen Ruishi Zou Yuxuan Lu Jiachen Li Shao Zhang Yisi Sang Sijia Liu James A. Hendler Dakuo Wang 30 13 0 16 Nov 2023
In-Context Ability Transfer for Question Decomposition in Complex QA Venktesh V Sourangshu Bhattacharya Avishek Anand LRM ReLM 8 4 0 26 Oct 2023
"Mango Mango, How to Let The Lettuce Dry Without A Spinner?'': Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner Szeyi Chan Jiachen Li Bingsheng Yao Amama Mahmood Chien-Ming Huang Holly Jimison Elizabeth D. Mynatt Dakuo Wang 18 10 0 09 Oct 2023
Co-audit: tools to help humans double-check AI-generated content Andrew D. Gordon Carina Negreanu J. Cambronero Rasika Chakravarthy Ian Drosos ... Hannah Richardson Advait Sarkar Stephanie Simmons Jack Williams Ben Zorn 14 11 0 02 Oct 2023
Talk2Care: Facilitating Asynchronous Patient-Provider Communication with Large-Language-Model Ziqi Yang Xuhai Xu Bingsheng Yao Shao Zhang Ethan Rogers Stephen Intille N. Shara G. Gao Dakuo Wang LM&MA AI4MH 11 4 0 17 Sep 2023
Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals Guanghui Fu Qing Zhao Jianqiang Li Dan Luo Changwei Song ... Fan Wang Yan Wang Lijuan Cheng Juan Zhang B. Yang OffRL 13 32 0 29 Aug 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 114 366 0 24 Mar 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT Mostafa M. Amin Erik Cambria Björn W. Schuller AI4MH 52 70 0 03 Mar 2023
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 123 181 0 22 Oct 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 152 327 0 25 May 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning Runxin Xu Fuli Luo Zhiyuan Zhang Chuanqi Tan Baobao Chang Songfang Huang Fei Huang LRM 133 177 0 13 Sep 2021
Comparison of Machine Learning for Sentiment Analysis in Detecting Anxiety Based on Social Media Data S. Saifullah Yulianti Fauziah A. Aribowo 18 47 0 16 Jan 2021