On synthetic VHF-noisy ASR transcripts of maritime distress messages, transformers degrade more gracefully than lexical baselines for severity, and LLMs beat regex for structured field extraction.
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SeaAlert: Robust Severity Classification and LLM-Based Information Extraction for Noisy Maritime Distress Communications
On synthetic VHF-noisy ASR transcripts of maritime distress messages, transformers degrade more gracefully than lexical baselines for severity, and LLMs beat regex for structured field extraction.