Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support

28 March 2022

Papers citing "Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support"

45 / 45 papers shown

Title
Navigating the Rabbit Hole: Emergent Biases in LLM-Generated Attack Narratives Targeting Mental Health Groups Rijul Magu Arka Dutta Sean Kim Ashiqur R. KhudaBukhsh Munmun De Choudhury 24 0 0 08 Apr 2025
Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental Healthcare Max Lamparth D. Grabb Amy Franks Scott Gershan Kaitlyn N. Kunstman ... Monika Drummond Roots Manu Sharma Aryan Shrivastava N. Vasan Colleen Waickman 36 2 0 22 Feb 2025
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant Gaole He Gianluca Demartini U. Gadiraju LLMAG 65 8 0 03 Feb 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 58 4 0 08 Jan 2025
Virtual Buddy: Redefining Conversational AI Interactions for Individuals with Hand Motor Disabilities Atieh Taheri Purav Bhardwaj Arthur Caetano Alice Zhong Misha Sra 21 0 0 12 Nov 2024
Human-like Affective Cognition in Foundation Models Kanishk Gandhi Zoe Lynch Jan-Philipp Fränken Kayla Patterson Sharon Wambu Tobias Gerstenberg Desmond C. Ong Noah D. Goodman 55 2 0 18 Sep 2024
Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks Yining Hua Hongbin Na Zehan Li Fenglin Liu Xiao Fang David A. Clifton John Torous ELM LM&MA AI4MH 30 4 0 21 Aug 2024
Evaluating Human-AI Collaboration: A Review and Methodological Framework George Fragiadakis Christos Diou George Kousiouris Mara Nikolaidou 59 12 0 09 Jul 2024
Evaluating the Effectiveness of the Foundational Models for Q&A Classification in Mental Health care Hassan Alhuzali Ashwag Alasmari AI4MH 31 2 0 23 Jun 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 54 8 0 10 Jun 2024
The Role of AI in Peer Support for Young People: A Study of Preferences for Human- and AI-Generated Responses Jordyn Young Laala M Jawara Diep N Nguyen Brian Daly Jina Huh-Yoo Afsaneh Razi AI4MH 24 15 0 04 May 2024
emrQA-msquad: A Medical Dataset Structured with the SQuAD V2.0 Framework, Enriched with emrQA Medical Information Jimenez Eladio Hao Wu 35 2 0 18 Apr 2024
Social Skill Training with Large Language Models Diyi Yang Caleb Ziems William B. Held Omar Shaikh Michael S. Bernstein John C. Mitchell LLMAG 48 8 0 05 Apr 2024
Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation D. Grabb Max Lamparth N. Vasan 45 15 0 02 Apr 2024
Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided Hongli Zhan Allen Zheng Yoon Kyung Lee Jina Suh Junyi Jessy Li Desmond C. Ong AI4MH 44 8 0 01 Apr 2024
The opportunities and risks of large language models in mental health Hannah R. Lawrence Renee A. Schneider Susan B. Rubin Maja J. Mataric Daniel McDuff Megan Jones Bell AI4MH 44 29 0 21 Mar 2024
Correcting misinformation on social media with a large language model Xinyi Zhou Ashish Sharma Amy X. Zhang Tim Althoff KELM 48 2 0 17 Mar 2024
A Survey on Human-AI Teaming with Large Pre-Trained Models Vanshika Vats Marzia Binta Nizam Minghao Liu Ziyuan Wang Richard Ho ... Celeste Shen Rachel Shen Nafisa Hussain Kesav Ravichandran James Davis LM&MA 42 8 0 07 Mar 2024
Counterspeakers' Perspectives: Unveiling Barriers and AI Needs in the Fight against Online Hate Jimin Mun Cathy Buerger Jenny T Liang Joshua Garland Maarten Sap 35 10 0 29 Feb 2024
Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists Jingjing Sun Jingyi Yang Guyue Zhou Yucheng Jin Jiangtao Gong 49 9 0 22 Feb 2024
A Roadmap to Pluralistic Alignment Taylor Sorensen Jared Moore Jillian R. Fisher Mitchell L. Gordon Niloofar Mireshghallah ... Liwei Jiang Ximing Lu Nouha Dziri Tim Althoff Yejin Choi 65 80 0 07 Feb 2024
AnthroScore: A Computational Linguistic Measure of Anthropomorphism Myra Cheng Kristina Gligorić Tiziano Piccardi Dan Jurafsky 42 13 0 03 Feb 2024
"You tell me": A Dataset of GPT-4-Based Behaviour Change Support Conversations Selina Meyer David Elsweiler 25 0 0 29 Jan 2024
Bridging the Skills Gap: Evaluating an AI-Assisted Provider Platform to Support Care Providers with Empathetic Delivery of Protocolized Therapy William R. Kearns Jessica Bertram Myra Divina Lauren Kemp Yinzhou Wang Alex Marin Trevor Cohen Weichao Yuwen AI4MH 20 4 0 08 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 59 20 0 03 Jan 2024
A Computational Framework for Behavioral Assessment of LLM Therapists Yu Ying Chiu Ashish Sharma Inna Wanyin Lin Tim Althoff AI4MH 32 36 0 01 Jan 2024
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being Anna Fang Wenjie Yang Raj Sanjay Shah Yash Mathur Diyi Yang Haiyi Zhu Robert E. Kraut AI4MH 28 6 0 17 Dec 2023
Challenges of Large Language Models for Mental Health Counseling N. C. Chung George C. Dyer L. Brocki LM&MA AI4MH 73 14 0 23 Nov 2023
Benefits and Harms of Large Language Models in Digital Mental Health Munmun De Choudhury Sachin R. Pendse Neha Kumar LM&MA AI4MH 27 41 0 07 Nov 2023
Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring Ashish Sharma Kevin Rushton Inna Wanyin Lin Theresa Nguyen Tim Althoff 24 55 0 24 Oct 2023
MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling Taewan Kim Seolyeong Bae Hyun Ah Kim Su-Woo Lee Hwajung Hong Chanmo Yang Young-Ho Kim AI4MH 21 62 0 08 Oct 2023
Rehearsal: Simulating Conflict to Teach Conflict Resolution Omar Shaikh Valentino Chai Michele J. Gelfand Diyi Yang Michael S. Bernstein 21 54 0 21 Sep 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data Xuhai Xu Bingsheng Yao Yu Dong Saadia Gabriel Hongfeng Yu James A. Hendler Marzyeh Ghassemi A. Dey Dakuo Wang LM&MA CLL AI4MH 48 64 0 26 Jul 2023
Seeing Seeds Beyond Weeds: Green Teaming Generative AI for Beneficial Uses Logan Stapleton Jordan Taylor Sarah E Fox Tongshuang Wu Haiyi Zhu 28 13 0 30 May 2023
Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback Shang-ling Hsu Raj Sanjay Shah Prathik Senthil Zahra Ashktorab Casey Dugan Werner Geyer Diyi Yang 46 20 0 15 May 2023
The AI generation gap: Are Gen Z students more interested in adopting generative AI such as ChatGPT in teaching and learning than their Gen X and Millennial Generation teachers? C. Chan Katherine K. W. Lee 41 220 0 04 May 2023
Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction Ashish Sharma Kevin Rushton Inna Wanyin Lin David Wadden Khendra G. Lucas Adam S. Miner Theresa Nguyen Tim Althoff 73 71 0 04 May 2023
Towards Explainable and Safe Conversational Agents for Mental Health: A Survey Surjodeep Sarkar Manas Gaur L. Chen Muskan Garg Biplav Srivastava B. Dongaonkar AI4MH 26 1 0 25 Apr 2023
AI Chat Assistants can Improve Conversations about Divisive Topics Lisa P. Argyle Ethan C. Busby Joshua R Gubler Christopher A Bail Thomas Howe Christopher Rytting David Wingate 18 0 0 14 Feb 2023
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation Guoqing Lv Jiang Li Xiaoping Wang Zhigang Zeng 27 1 0 13 Dec 2022
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing Allison Lahnala Charles F Welch David Jurgens Lucie Flek 21 6 0 29 Oct 2022
Gendered Mental Health Stigma in Masked Language Models Inna Wanyin Lin Lucille Njoo Anjalie Field Ashish Sharma K. Reinecke Tim Althoff Yulia Tsvetkov AI4MH 36 22 0 27 Oct 2022
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations Damilola Omitaomu Shabnam Tafreshi Tingting Liu Sven Buechel Chris Callison-Burch J. Eichstaedt Lyle Ungar João Sedoc 41 48 0 25 May 2022
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 110 171 0 14 Oct 2021
The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers Daniel Buschek Martin Zurn Malin Eiband 121 99 0 22 Jan 2021