Recent advances in deep learning based dialogue systems: A systematic survey
Dialogue systems are a popular natural language processing (NLP) task as it is promising in
real-life applications. It is also a complicated task since many NLP tasks deserving study are …
real-life applications. It is also a complicated task since many NLP tasks deserving study are …
[HTML][HTML] Machine learning and natural language processing in mental health: systematic review
A Le Glaz, Y Haralambous, DH Kim-Dufor… - Journal of medical …, 2021 - jmir.org
Background Machine learning systems are part of the field of artificial intelligence that
automatically learn models from data to make better decisions. Natural language processing …
automatically learn models from data to make better decisions. Natural language processing …
Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support
Advances in artificial intelligence (AI) are enabling systems that augment and collaborate
with humans to perform simple, mechanistic tasks such as scheduling meetings and …
with humans to perform simple, mechanistic tasks such as scheduling meetings and …
Natural language processing for mental health interventions: a systematic review and research framework
Neuropsychiatric disorders pose a high societal cost, but their treatment is hindered by lack
of objective outcomes and fidelity metrics. AI technologies and specifically Natural …
of objective outcomes and fidelity metrics. AI technologies and specifically Natural …
A scoping review of machine learning in psychotherapy research
Abstract Machine learning (ML) offers robust statistical and probabilistic techniques that can
help to make sense of large amounts of data. This scoping review paper aims to broadly …
help to make sense of large amounts of data. This scoping review paper aims to broadly …
Improving mental health services: A 50-year journey from randomized experiments to artificial intelligence and precision mental health
L Bickman - Administration and Policy in Mental Health and Mental …, 2020 - Springer
This conceptual paper describes the current state of mental health services, identifies critical
problems, and suggests how to solve them. I focus on the potential contributions of artificial …
problems, and suggests how to solve them. I focus on the potential contributions of artificial …
Helping the helper: Supporting peer counselors via ai-empowered practice and feedback
Millions of users come to online peer counseling platforms to seek support on diverse topics
ranging from relationship stress to anxiety. However, studies show that online peer support …
ranging from relationship stress to anxiety. However, studies show that online peer support …
The evolution of motivational interviewing
WR Miller - Behavioural and Cognitive Psychotherapy, 2023 - cambridge.org
This review traces the development of motivational interviewing (MI) from its happenstance
beginnings and the first description published in this journal in 1983, to its continuing …
beginnings and the first description published in this journal in 1983, to its continuing …
Technology-enhanced human interaction in psychotherapy.
ZE Imel, DD Caperton, M Tanana… - Journal of counseling …, 2017 - psycnet.apa.org
Psychotherapy is on the verge of a technology-inspired revolution. The concurrent
maturation of communication, signal processing, and machine learning technologies begs …
maturation of communication, signal processing, and machine learning technologies begs …
Chain-of-interaction: Enhancing large language models for psychiatric behavior understanding by dyadic contexts
Automatic coding patient behaviors is essential to support decision making for
psychotherapists during the motivational interviewing (MI), a collaborative communication …
psychotherapists during the motivational interviewing (MI), a collaborative communication …