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cs.CL2026
CARE: Counselor-Aligned Response Engine for Online Mental-Health Support
Hagai Astrin, Ayal Swaid, Avi Segal +1
Mental health challenges are increasing worldwide, straining emotional support services and leading to counselor overload. This can result in delayed responses during critical situ…
cs.CL2026
SAGE: A Strategy-Aware Graph-Enhanced Generation Framework For Online Counseling
Eliya Naomi Aharon, Meytal Grimland, Avi Segal +4
Effective mental health counseling is a complex, theory-driven process requiring the simultaneous integration of psychological frameworks, real-time distress signals, and strategic…