Natural language processing for mental health interventions: a systematic review and research framework

M Malgaroli, TD Hull, JM Zech, T Althoff - Translational Psychiatry, 2023 - nature.com
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 …

Towards facilitating empathic conversations in online mental health support: A reinforcement learning approach

A Sharma, IW Lin, AS Miner, DC Atkins… - Proceedings of the Web …, 2021 - dl.acm.org
Online peer-to-peer support platforms enable conversations between millions of people who
seek and provide mental health support. If successful, web-based mental health …

Help me heal: A reinforced polite and empathetic mental health and legal counseling dialogue system for crime victims

K Mishra, P Priya, A Ekbal - Proceedings of the AAAI Conference on …, 2023 - ojs.aaai.org
The potential for conversational agents offering mental health and legal counseling in an
autonomous, interactive, and vitally accessible environment is getting highlighted due to the …

Identifying moments of change from longitudinal user text

A Tsakalidis, F Nanni, A Hills, J Chim, J Song… - arxiv preprint arxiv …, 2022 - arxiv.org
Identifying changes in individuals' behaviour and mood, as observed via content shared on
online platforms, is increasingly gaining importance. Most research to-date on this topic …

[HTML][HTML] Detecting risk level in individuals misusing fentanyl utilizing posts from an online community on Reddit

S Garg, J Taylor, M El Sherief, E Kasson… - Internet …, 2021 - Elsevier
Introduction Opioid misuse is a public health crisis in the US, and misuse of synthetic opioids
such as fentanyl have driven the most recent waves of opioid-related deaths. Because those …

Role-aware information spread in online social networks

A Bartal, KM Jagodnik - Entropy, 2021 - mdpi.com
Understanding the complex process of information spread in online social networks (OSNs)
enables the efficient maximization/minimization of the spread of useful/harmful information …

Political bias and factualness in news sharing across more than 100,000 online communities

G Weld, M Glenski, T Althoff - … of the International AAAI Conference on …, 2021 - ojs.aaai.org
As civil discourse increasingly takes place online, misinformation and the polarization of
news shared in online communities have become ever more relevant concerns with real …