Evaluating Multimodal LLMs across Text and Audio Modalities for Accessible Disaster Assistance

Anuridhi Gupta, Samara Mansoor, Hemant Purohit

Effective disaster risk communication is a foundational humanitarian challenge, yet current emergency infrastructure fails to meet the needs of individuals with access and function…