Beyond Truth Discovery: A Two-Stage Framework to Assess the Severity of False Claim during Disasters
This work proposes a two-stage framework to assess the severity of false claims during disasters, and investigates false claim severity assessment as a human-AI alignment problem, evaluating whether models can reproduce human judgments under a shared evaluation rubric rather than merely predicting severity labels.