Minghao Lv — accepted AI-conference papers

2025

Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis

Minghao Lv, Siyuan Chen, Haoan Jin, Minghao Yuan, Qianqian Ju, Yujia Peng +2

ACL 2025long

Social media platforms possess considerable potential in the realm of exploring mental health. Previous research has indicated that major life events can greatly impact individuals’ mental health. However, due to the complexity and ambiguity nature of life events, shedding its light on social media…

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2024

Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media

Siyuan Chen, Meilin Wang, Minghao Lv, Zhiling Zhang, Juqianqian Juqianqian, Dejiyangla Dejiyangla +3

NAACL 2024long

Social media is a valuable data source for exploring mental health issues. However, previous studies have predominantly focused on the semantic content of these posts, overlooking the importance of their temporal attributes, as well as the evolving nature of mental disorders and symptoms.In this pap…

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