AINeutralarXiv – CS AI · 10h ago6/10
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LLM-guided Semi-Supervised Approaches for Social Media Crisis Data Classification
Researchers evaluate LLM-guided semi-supervised learning methods for classifying crisis-related social media data, finding that LG-CoTrain significantly outperforms traditional approaches in low-resource settings while compact models can rival large zero-shot LLMs. This demonstrates practical pathways for deploying AI in disaster response applications with minimal labeled training data.