MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling

no code implementations • 8 Oct 2023 • Taewan Kim, Seolyeong Bae, Hyun Ah Kim, Su-woo Lee, Hwajung Hong, Chanmo Yang, Young-Ho Kim

In the mental health domain, Large Language Models (LLMs) offer promising new opportunities, though their inherent complexity and low controllability have raised questions about their suitability in clinical settings.

Language Modelling Large Language Model

FABRIC: Automated Scoring and Feedback Generation for Essays

no code implementations • 8 Oct 2023 • Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Hyunseung Lim, Yoonsu Kim, Tak Yeon Lee, Hwajung Hong, Juho Kim, So-Yeon Ahn, Alice Oh

The second component is CASE, a Corruption-based Augmentation Strategy for Essays, with which we can improve the accuracy of the baseline model by 45. 44%.

Automated Essay Scoring

Exploring the Effects of AI-assisted Emotional Support Processes in Online Mental Health Community

no code implementations • 21 Feb 2022 • Donghoon Shin, Subeen Park, Esther Hehsun Kim, SooMin Kim, Jinwook Seo, Hwajung Hong

Social support in online mental health communities (OMHCs) is an effective and accessible way of managing mental wellbeing.

Mining Themes and Interests in the Asperger's and Autism Community

no code implementations • WS 2014 • Yangfeng Ji, Hwajung Hong, Rosa Arriaga, Agata Rozga, Gregory Abowd, Jacob Eisenstein