no code implementations • 24 Oct 2023 • ASHISH SHARMA, Kevin Rushton, Inna Wanyin Lin, Theresa Nguyen, Tim Althoff
In an IRB-approved randomized field study on a large mental health website with 15, 531 participants, we design and evaluate a system that uses language models to support people through various steps of cognitive restructuring.
1 code implementation • 13 Oct 2023 • Harsh Kumar, Tong Li, Jiakai Shi, Ilya Musabirov, Rachel Kornfield, Jonah Meyerhoff, Ananya Bhattacharjee, Chris Karr, Theresa Nguyen, David Mohr, Anna Rafferty, Sofia Villar, Nina Deliu, Joseph Jay Williams
Digital mental health (DMH) interventions, such as text-message-based lessons and activities, offer immense potential for accessible mental health support.
1 code implementation • 4 May 2023 • ASHISH SHARMA, Kevin Rushton, Inna Wanyin Lin, David Wadden, Khendra G. Lucas, Adam S. Miner, Theresa Nguyen, Tim Althoff
In this paper, we conduct a human-centered study of how language models may assist people in reframing negative thoughts.