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cs.CL2026
SIREN: Situation-aware Index for Response and Emergency ActioNability in Crisis Translation
Maria Carmen Staiano, Lifeng Han, Johanna Monti +1
Machine translation (MT) is increasingly utilized in multilingual crisis communication, yet conventional evaluation does not directly assess whether translated emergency messages p…
cs.CL2026
Translating Under Pressure: Domain-Aware LLMs for Crisis Communication
Antonio Castaldo, Maria Carmen Staiano, Johanna Monti +2
Timely and reliable multilingual communication is critical during natural and human-induced disasters, but developing effective solutions for crisis communication is limited by the…