[HTML][HTML] Social media-based interventions for adolescent and young adult mental health: A scoping review

KP Kruzan, KDA Williams, J Meyerhoff, DW Yoo… - Internet …, 2022 - Elsevier
Background Mental health conditions are common among adolescents and young adults,
yet few receive adequate mental health treatment. Many young people seek support and …

State-of-the-art generalisation research in NLP: a taxonomy and review

D Hupkes, M Giulianelli, V Dankers, M Artetxe… - arXiv preprint arXiv …, 2022 - arxiv.org
The ability to generalise well is one of the primary desiderata of natural language
processing (NLP). Yet, what'good generalisation'entails and how it should be evaluated is …

Measuring, Modeling, and Helping People Account for Privacy Risks in Online Self-Disclosures with AI

I Krsek, A Kabra, Y Dou, T Naous, LA Dabbish… - arXiv preprint arXiv …, 2024 - arxiv.org
In pseudonymous online fora like Reddit, the benefits of self-disclosure are often apparent to
users (eg, I can vent about my in-laws to understanding strangers), but the privacy risks are …

What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-Based Medical Self-Disclosure Detection

M Valizadeh, X Qian, P Ranjbar-Noiey… - Proceedings of the …, 2023 - aclanthology.org
Recognizing medical self-disclosure is important in many healthcare contexts, but it has
been under-explored by the NLP community. We conduct a three-pronged investigation of …

Therapist Self-Disclosure as a Natural Language Processing Task

N Shapira, T Alfi-Yogev - Proceedings of the 9th Workshop on …, 2024 - aclanthology.org
Abstract Therapist Self-Disclosure (TSD) within the context of psychotherapy entails the
revelation of personal information by the therapist. The ongoing scholarly discourse …

[PDF][PDF] Natural Language Processing in the Detection and Treatment of Mental Health Issues

AM Mármol-Romero - 2024 - ceur-ws.org
Mental health issues are an increasing global public health concern. With the rise of social
media, there is growing interest in the early detection of mental disorders by analyzing user …

[PDF][PDF] Reducing Privacy Risks in Online Self-Disclosure with Language Models

YDIKT Naousπ, A Kabrae, SDARW Xuπ - openreview.net
Self-disclosure, while being common and rewarding in social media interaction, also poses
privacy risks. In this paper, we take the initiative to protect the user-side privacy associated …

[PDF][PDF] State-of-the-art generalisation research in NLP

D Hupkes, M Giulianelli, V Dankers, M Artetxe, Y Elazar… - genbench.org
The ability to generalise well is one of the primary desiderata of natural language
processing (NLP). Yet, what 'good generalisation'entails and how it should be evaluated is …