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

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

21 October 2025

Md Tahmid Rahman Laskar

Lindsay Bertrand

Jimmy Xiangji Huang

Elham Dolatabadi

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