Fetching the paper…
Reading the bibliography…
Self-guided mental health interventions, such as "do-it-yourself" tools to learn and practice coping strategies, show great promise to improve access to mental health care.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al · 1901
Earlier work this paper cites.
Hopelessness and suicidal behavior: An overview
Aaron T Beck, Maria Kovacs, and Arlene Weissman. 1975 · 1975
Earlier work this paper cites.
A computer readability formula designed for machine scoring
Meri Coleman and Ta Lin Liau. 1975 · 1975
Earlier work this paper cites.
Cognitive therapy and the emotional disorders
Aaron T Beck. 1976 · 1976
Earlier work this paper cites.
Feeling Good: The New Mood Therapy
David D Burns. 1980 · 1980
Earlier work this paper cites.
Principles of biomedical ethics
Tom L Beauchamp and James F Childress. 2001 · 2001
Earlier work this paper cites.
Challenge point: a framework for conceptualizing the effects of various practice conditions in motor learning
Mark A Guadagnoli and Timothy D Lee. 2004 · 2004
Earlier work this paper cites.
Continuity of care and health outcomes among persons with severe mental illness
Carol E Adair, Gerald M McDougall, Craig R Mitton, Anthony S Joyce, T Cameron Wild, Alan Gordon, Norman Costigan, Laura Kowalsky, Gloria Pasmeny, and Anora Beckie. 2005 · 2005
Earlier work this paper cites.
The empirical status of cognitive-behavioral therapy: A review of meta-analyses
Andrew C Butler, Jason E Chapman, Evan M Forman, and Aaron T Beck. 2006 · 2006
Earlier work this paper cites.
The clinical significance of loneliness: A literature review
Liesl M Heinrich and Eleonora Gullone. 2006 · 2006
Earlier work this paper cites.
Foregone mental health care and self-reported access barriers among adolescents
Luzette A Samargia, Elizabeth M Saewyc, and Barbara A Elliott. 2006 · 2006
Earlier work this paper cites.
Predicting response to depression treatment: The role of negative cognition
Christopher G Beevers, Tony T Wells, and Ivan W Miller. 2007 · 2007
Earlier work this paper cites.
Patterns of age-based linguistic variation in American English
Federica Barbieri. 2008 · 2008
Earlier work this paper cites.
Loneliness matters: A theoretical and empirical review of consequences and mechanisms
Louise C Hawkley and John T Cacioppo. 2010 · 2010
Earlier work this paper cites.
The origins and current status of behavioral activation treatments for depression
Sona Dimidjian, Manuel Barrera Jr, Christopher Martell, Ricardo F Muñoz, and Peter M Lewinsohn. 2011 · 2011
Earlier work this paper cites.
The efficacy of cognitive behavioral therapy: A review of meta-analyses
Stefan G Hofmann, Anu Asnaani, Imke JJ Vonk, Alice T Sawyer, and Angela Fang. 2012 · 2012
Earlier work this paper cites.
Brief report: Need for autonomy and other perceived barriers relating to adolescents’ intentions to seek professional mental health care
Coralie J Wilson and Frank P Deane. 2012 · 2012
Earlier work this paper cites.
Cognitive restructuring
David A Clark. 2013 · 2013
Earlier work this paper cites.
The relationship between use of CBT skills and depression treatment outcome: A theoretical and methodological review of the literature
Natalie E Hundt, Joseph Mignogna, Cathy Underhill, and Jeffrey A Cully. 2013 · 2013
Earlier work this paper cites.
HCI and mobile health interventions: how human–computer interaction can contribute to successful mobile health interventions
Erika S Poole. 2013 · 2013
Earlier work this paper cites.
Mental health stigma update: A review of consequences
Amy E Sickel, Jason D Seacat, and Nina A Nabors. 2014 · 2014
Earlier work this paper cites.
Assessing patients’ cognitive therapy skills: Initial evaluation of the competencies of cognitive therapy scale
Daniel R Strunk, Shannon N Hollars, Abby D Adler, Lizabeth A Goldstein, and Justin D Braun. 2014 · 2014
Earlier work this paper cites.
Major depression in the national comorbidity survey–adolescent supplement: Prevalence, correlates, and treatment
Shelli Avenevoli, Joel Swendsen, Jian-Ping He, Marcy Burstein, and Kathleen Ries Merikangas. 2015 · 2015
Earlier work this paper cites.
Cognitive therapy of personality disorders
Aaron T Beck, Denise D Davis, and Arthur Freeman. 2015 · 2015
Earlier work this paper cites.
Predictors of treatment dropout in self-guided web-based interventions for depression: an ‘individual patient data’meta-analysis
Eirini Karyotaki, Annet Kleiboer, Filip Smit, David Trevor Turner, A Mira Pastor, Gerhard Andersson, Thomas Berger, Cristina Botella, JM Breton, Per Carlbring, et al · 2015
Earlier work this paper cites.
Efficacy of a web-based, crowdsourced peer-to-peer cognitive reappraisal platform for depression: randomized controlled trial
Robert R Morris, Stephen M Schueller, and Rosalind W Picard. 2015 · 2015
Earlier work this paper cites.
Large-scale analysis of counseling conversations: An application of natural language processing to mental health
Tim Althoff, Kevin Clark, and Jure Leskovec. 2016 · 2016
Earlier work this paper cites.
Building the mental health workforce capacity needed to treat adults with serious mental illnesses
Mark Olfson. 2016 · 2016
Earlier work this paper cites.
Health Technologies’ In the Wild’ Experiences of Engagement with Computerised CBT. In CHI . 2124–2135
Stefan Rennick-Egglestone, Sarah Knowles, Gill Toms, Penny Bee, Karina Lovell, and Peter Bower. 2016 · 2016
Earlier work this paper cites.
Creating desirable difficulties to enhance learning
Robert A Bjork. 2017 · 2017
Earlier work this paper cites.
Semantics derived automatically from language corpora contain human-like biases
Aylin Caliskan, Joanna J Bryson, and Arvind Narayanan. 2017 · 2017
Earlier work this paper cites.
A study of asynchronous mobile-enabled SMS text psychotherapy
Thomas D Hull and Kush Mahan. 2017 · 2017
Cited alongside, same era.
A fully automated conversational agent for promoting mental well-being: A pilot RCT using mixed methods
Kien Hoa Ly, Ann-Marie Ly, and Gerhard Andersson. 2017 · 2017
Cited alongside, same era.
Stories from survivors: Privacy & security practices when coping with intimate partner abuse. In CHI . 2189–2201
Tara Matthews, Kathleen O’Leary, Anna Turner, Manya Sleeper, Jill Palzkill Woelfer, Martin Shelton, Cori Manthorne, Elizabeth F Churchill, and Sunny Consolvo. 2017 · 2017
Cited alongside, same era.
Accelerating digital mental health research from early design and creation to successful implementation and sustainment
David C Mohr, Aaron R Lyon, Emily G Lattie, Madhu Reddy, and Stephen M Schueller. 2017 · 2017
Cited alongside, same era.
Seven lessons for interdisciplinary research on interactive digital health interventions
Ann Blandford, Jo Gibbs, Nikki Newhouse, Olga Perski, Aneesha Singh, and Elizabeth Murray. 2018 · 2018
Understanding people’s use of and perspectives on mood-tracking apps: interview study
Stephen M Schueller, Martha Neary, Jocelyn Lai, and Daniel A Epstein. 2021 · 2021
Later among the works it cites.
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach. In Proceedings of the Web Conference . 194–205
Ashish Sharma, Inna W Lin, Adam S Miner, David C Atkins, and Tim Althoff. 2021 · 2021
Later among the works it cites.
Effective Strategies for Crowd-Powered Cognitive Reappraisal Systems: A Field Deployment of the Flip* Doubt Web Application for Mental Health
C Estelle Smith, William Lane, Hannah Miller Hillberg, Daniel Kluver, Loren Terveen, and Svetlana Yarosh. 2021 · 2021
Later among the works it cites.
The Effect of Moderation on Online Mental Health Conversations. In ICWSM , Vol. 15. 751–763
Dave Wadden, Tal August, Qisheng Li, and Tim Althoff. 2021 · 2021
Later among the works it cites.
Generating scientific definitions with controllable complexity. In ACL . 8298–8317
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Creative writing with a machine in the loop: Case studies on slogans and stories. In IUI . 329–340
Elizabeth Clark, Anne Spencer Ross, Chenhao Tan, Yangfeng Ji, and Noah A Smith. 2018 · 2018
Cited alongside, same era.
Beyond the trial: systematic review of real-world uptake and engagement with digital self-help interventions for depression, low mood, or anxiety
Theresa Fleming, Lynda Bavin, Mathijs Lucassen, Karolina Stasiak, Sarah Hopkins, and Sally Merry. 2018 · 2018
Cited alongside, same era.
Ethical issues for direct-to-consumer digital psychotherapy apps: addressing accountability, data protection, and consent
Nicole Martinez-Martin, Karola Kreitmair, et al · 2018
Cited alongside, same era.
Pocket Skills: A Conversational Mobile Web App To Support Dialectical Behavioral Therapy. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems . 1–15
Jessica Schroeder, Chelsey Wilkes, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, and Marsha M Linehan. 2018 · 2018
Cited alongside, same era.
Guidelines for human-AI interaction. In CHI . 1–13
Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul N Bennett, Kori Inkpen, et al · 2019
Cited alongside, same era.
Objective user engagement with mental health apps: systematic search and panel-based usage analysis
Amit Baumel, Frederick Muench, Stav Edan, and John M Kane. 2019 · 2019
Cited alongside, same era.
What works and what doesn’t work? A systematic review of digital mental health interventions for depression and anxiety in young people
Sandra Garrido, Chris Millington, Daniel Cheers, Katherine Boydell, Emery Schubert, Tanya Meade, and Quang Vinh Nguyen. 2019 · 2019
Cited alongside, same era.
Tal August, Katharina Reinecke, and Noah A Smith. 2022 · 2022
Later among the works it cites.
Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation. In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop . 68–75
Xiruo Ding, Kevin Lybarger, Justin Tauscher, and Trevor Cohen. 2022 · 2022
Later among the works it cites.
A Unified Framework of Five Principles for AI in Society
Luciano Floridi and Josh Cowls. 2022 · 2022
Later among the works it cites.
Design of digital workplace stress-reduction intervention systems: Effects of intervention type and timing. In CHI . 1–16
Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, and Mary P Czerwinski. 2022 · 2022
Later among the works it cites.
Meeting Users Where They Are: User-centered Design of an Automated Text Messaging Tool to Support the Mental Health of Young Adults. In CHI . 1–16
Rachel Kornfield, Jonah Meyerhoff, Hannah Studd, Ananya Bhattacharjee, Joseph Jay Williams, Madhu Reddy, and David C Mohr. 2022 · 2022
Later among the works it cites.
Developing, deploying, and evaluating digital mental health interventions in spaces of online help-and information-seeking
Kaylee P Kruzan, Ellen E Fitzsimmons-Craft, Mallory Dobias, Jessica L Schleider, and Abhishek Pratap. 2022a · 2022
Later among the works it cites.
Evaluating human-language model interaction
Mina Lee, Megha Srivastava, Amelia Hardy, John Thickstun, Esin Durmus, Ashwin Paranjape, Ines Gerard-Ursin, Xiang Lisa Li, Faisal Ladhak, Frieda Rong, et al · 2022
Later among the works it cites.
Gendered Mental Health Stigma in Masked Language Models. In EMNLP . 2152–2170
Inna Lin, Lucille Njoo, Anjalie Field, Ashish Sharma, Katharina Reinecke, Tim Althoff, and Yulia Tsvetkov. 2022 · 2022
Later among the works it cites.
Chatbot-delivered cognitive behavioral therapy in adolescents with depression and anxiety during the COVID-19 pandemic: feasibility and acceptability study
Ginger Nicol, Ruoyun Wang, Sharon Graham, Sherry Dodd, and Jane Garbutt. 2022 · 2022
Later among the works it cites.
Mental health and COVID-19: early evidence of the pandemic’s impact: scientific brief, 2 March 2022
World Health Organization et al · 2022
Later among the works it cites.
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing. In EMNLP . 148–158
Verónica Pérez-Rosas, Kenneth Resnicow, Rada Mihalcea, et al · 2022
Later among the works it cites.
A randomized trial of online single-session interventions for adolescent depression during COVID-19
Jessica L Schleider, Michael C Mullarkey, Kathryn R Fox, Mallory L Dobias, Akash Shroff, Erica A Hart, and Chantelle A Roulston. 2022 · 2022
Later among the works it cites.
Modeling Motivational Interviewing Strategies On An Online Peer-to-Peer Counseling Platform
Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati, Aastha Agarwal, Yi-Chia Wang, Robert E Kraut, and Diyi Yang. 2022 · 2022
Later among the works it cites.
Adherence and Engagement With a Cognitive Behavioral Therapy–Based Conversational Agent (Wysa for Chronic Pain) Among Adults With Chronic Pain: Survival Analysis
Chaitali Sinha, Abby L Cheng, and Madhura Kadaba. 2022 · 2022
Later among the works it cites.
Online methods in adolescent self-injury research: Challenges and recommendations
Diana MY Smith, Sarah M Lipson, Shirley B Wang, and Kathryn R Fox. 2022a · 2022
Later among the works it cites.
Inducing Positive Perspectives with Text Reframing. In ACL . 3682–3700
Caleb Ziems, Minzhi Li, Anthony Zhang, and Diyi Yang. 2022 · 2022
Later among the works it cites.
To chat or bot to chat: Ethical issues with using chatbots in mental health
Simon Coghlan, Kobi Leins, Susie Sheldrick, Marc Cheong, Piers Gooding, and Simon D’Alfonso. 2023 · 2023
Closest in time.
Benefits and harms of large language models in digital mental health
Munmun De Choudhury, Sachin R Pendse, and Neha Kumar. 2023 · 2023
Closest in time.
A text messaging intervention to support the mental health of young adults: User engagement and feedback from a field trial of an intervention prototype
Rachel Kornfield, Caitlin A Stamatis, Ananya Bhattacharjee, Bei Pang, Theresa Nguyen, Joseph J Williams, Harsh Kumar, Sarah Popowski, Miranda Beltzer, Christopher J Karr, et al · 2023
Closest in time.
Exploring the Use of Large Language Models for Improving the Awareness of Mindfulness. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems . 1–7
Harsh Kumar, Yiyi Wang, Jiakai Shi, Ilya Musabirov, Norman AS Farb, and Joseph Jay Williams. 2023 · 2023
Closest in time.
Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support
Ashish Sharma, Inna W Lin, Adam S Miner, David C Atkins, and Tim Althoff. 2023a · 2023
Closest in time.
Understanding Users’ Experiences of a Novel Web-Based Cognitive Behavioral Therapy Platform for Depression and Anxiety: Qualitative Interviews From Pilot Trial Participants
Jane Shkel, Gavin Green, Stacey Le, Benjamin Kaveladze, Veronique Marcotte, Kevin Rushton, Theresa Nguyen, and Stephen M Schueller. 2023 · 2023
Closest in time.
Comparing Message-Based Psychotherapy to Once-Weekly, Video-Based Psychotherapy for Moderate Depression: Randomized Controlled Trial
Jiyoung Song, Boris Litvin, Ryan Allred, Shiyu Chen, Thomas D Hull, and Patricia A Areán. 2023 · 2023
Closest in time.
Response-act guided reinforced dialogue generation for mental health counseling. In The Web Conference . 1118–1129
Aseem Srivastava, Ishan Pandey, Md Shad Akhtar, and Tanmoy Chakraborty. 2023 · 2023
Closest in time.
Artificial Intelligence Will Change the Future of Psychotherapy: A Proposal for Responsible, Psychologist-led Development
Elizabeth Stade, Shannon Wiltsey Stirman, Lyle H Ungar, David Bryce Yaden, H Andrew Schwartz, João Sedoc, Robb Willer, Robert DeRubeis, et al · 2023
Closest in time.
The ChatGPT therapist will see you now: Navigating generative artificial intelligence’s potential in addiction medicine research and patient care
Steven Tate, Sajjad Fouladvand, Jonathan H Chen, and Chwen-Yuen Angie Chen. 2023 · 2023
Closest in time.