2 papers
cs.CV2026
RiskCueBench: Benchmarking Anticipatory Reasoning from Early Risk Cues in Video-Language Models
Sha Luo, Yogesh Prabhu, Timothy Ossowski +2
With the rapid growth of video centered social media, the ability to anticipate risky events from visual data is a promising direction for ensuring public safety and preventing rea…
cs.CV2025
Refusal as Silence: Gendered Disparities in Vision-Language Model Responses
Sha Luo, Sang Jung Kim, Zening Duan +1
Refusal behavior by Large Language Models is increasingly visible in content moderation, yet little is known about how refusals vary by the identity of the user making the request.…