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.
Multistakeholder disaster insights from social media using Large Language Models.IEEE Transactions on Computational Social Systems
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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.