4 papers
How Mental Health Self-Disclosure Becomes Visible: Evidence from Eight Conditions on Reddit
Renkai Ma, Lingyao Li, Shanting Chen +3
People share mental health diagnoses on social media, yet how such language becomes visible around their self-disclosure, and whether community engagement tracks it, remain unexami…
Politicized Attention Shifts Amplify Polarization in the Information Ecosystem during California Wildfires
Yiheng Chen, Alina Hagen, Fan Yang +4
Wildfires require governments to communicate under conditions of urgency, uncertainty, and intense public scrutiny, yet such communication now unfolds within a digitally mediated e…
LLM Use for Mental Health: Crowdsourcing Users' Sentiment-based Perspectives and Values from Social Discussions
Lingyao Li, Xiaoshan Huang, Renkai Ma +4
Large language models (LLMs) chatbots like ChatGPT are increasingly used for mental health support. They offer accessible, therapeutic support but also raise concerns about misinfo…
Can LLM Agents Really Debate? A Controlled Study of Multi-Agent Debate in Logical Reasoning
Haolun Wu, Zhenkun Li, Lingyao Li
Multi-agent debate (MAD) has recently emerged as a promising framework for improving the reasoning performance of large language models (LLMs). Yet, whether LLM agents can genuinel…