3 papers
cs.CL2025
A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health
Song Wang, Yishu Wei, Haotian Ma +10
Background: Understanding social determinants of health (SDoH) factors contributing to suicide incidents is crucial for early intervention and prevention. However, data-driven appr…
cs.CL2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review
Zihan Xu, Haotian Ma, Gongbo Zhang +3
Evidence-based medicine (EBM) is at the forefront of modern healthcare, emphasizing the use of the best available scientific evidence to guide clinical decisions. Due to the sheer…
cs.CL2024
Suicide Risk Assessment on Social Media with Semi-Supervised Learning
Max Lovitt, Haotian Ma, Song Wang +1
With social media communities increasingly becoming places where suicidal individuals post and congregate, natural language processing presents an exciting avenue for the developme…