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#crisis-management News & Analysis

2 articles tagged with #crisis-management. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · 8h 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.

AINeutralarXiv – CS AI · 8h ago5/10
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What Will Happen Next: Large Models-Driven Deduction for Emergency Instances

Researchers propose WLDS, a Large Language Model-driven system for simulating and deducing emergency scenarios across multiple domains. The system addresses limitations of traditional simulation methods by using LMs to generate diverse, realistic emergency instance variations with calibration mechanisms to ensure factual accuracy and logical consistency.