CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection

Grace Byun, Rebecca Lipschutz, Sean T. Minton, Abigail Powers, Jinho D. Choi. CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection. In Vera Demberg, Kentaro Inui, LluĂ­s Marquez, editors, Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 1: Long Papers, Rabat, Morocco, March 24-29, 2026. pages 1572-1590, Association for Computational Linguistics, 2026. [doi]

Abstract

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