3 papers
cs.HC2025
Can Large Language Models Grasp Concepts in Visual Content? A Case Study on YouTube Shorts about Depression
Jiaying "Lizzy" Liu, Yiheng Su, Praneel Seth
Large language models (LLMs) are increasingly used to assist computational social science research. While prior efforts have focused on text, the potential of leveraging multimodal…
cs.HC2025
Displaying Fear, Sadness, and Joy in Public: Schizophrenia Vloggers' Video Narration of Emotion and Online Care-Seeking
Jiaying "Lizzy" Liu, Yunlong Wang, Allen Jue +4
Individuals with severe mental illnesses (SMI), particularly schizophrenia, experience complex and intense emotions frequently. They increasingly turn to vlogging as an authentic m…
cs.HC2024
Harnessing LLMs for Automated Video Content Analysis: An Exploratory Workflow of Short Videos on Depression
Jiaying Lizzy Liu, Yunlong Wang, Yao Lyu +4
Despite the growing interest in leveraging Large Language Models (LLMs) for content analysis, current studies have primarily focused on text-based content. In the present work, we…