AI RESEARCH
Keyphrase Generative Representation of Youth Crisis Conversations Beyond Static Taxonomies
arXiv CS.CL
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ArXi:2605.27546v1 Announce Type: new Crisis Responders (CRs) rapidly assess thousands of youth SMS conversations each year to identify mental health concerns and guide. Yet youth distress is increasingly expressed through evolving and context-specific language that often does not fit fixed-label taxonomies. This work analyzed 703,975 de-identified Kids Help conversations (2018-2023) and expanded KHP's 19-label issue taxonomy into a 39-label hierarchical schema. We then