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.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…
cs.CL2024
Closing the gap between open-source and commercial large language models for medical evidence summarization
Gongbo Zhang, Qiao Jin, Yiliang Zhou +11
Large language models (LLMs) hold great promise in summarizing medical evidence. Most recent studies focus on the application of proprietary LLMs. Using proprietary LLMs introduces…