most citedWhen Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation

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cs.CL2026

Training Therapeutic Judges and Multi-Agent Systems for Human-Aligned Mental Health Support

Mizanur Rahman, Abeer Badawi, Elahe Rahimi +4

Large language models show promise for mental health support, yet therapeutic quality improves only when evaluation functions as an actionable control signal rather than a passive…

cs.CL2025★ 1 cited

When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation

Abeer Badawi, Elahe Rahimi, Md Tahmid Rahman Laskar +6

Evaluating Large Language Models (LLMs) for mental health support is challenging due to the emotionally and cognitively complex nature of therapeutic dialogue. Existing benchmarks…