The paper introduces an uncertainty-aware LLM pipeline for crisis reporting that classifies social media situational claims and evaluates their plausibility using external proxy data to produce reports that include confidence levels.
Microblog- ging during two natural hazards events: what Twitter may contribute to situational awareness
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LLM-based uncertainty assessment of social media situational signals for crisis reporting
The paper introduces an uncertainty-aware LLM pipeline for crisis reporting that classifies social media situational claims and evaluates their plausibility using external proxy data to produce reports that include confidence levels.