A multi-hop QA probe of four LLMs claims intersectional mental-health bias and 66-94% debiasing, but the bias metric is undefined and no conventional baseline is tested.
https://deepmind.google/technologies/gemma/ (2025), official model announcement with fine-tuning and safety details
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Mental Health Equity in LLMs: Leveraging Multi-Hop Question Answering to Detect Amplified and Silenced Perspectives
A multi-hop QA probe of four LLMs claims intersectional mental-health bias and 66-94% debiasing, but the bias metric is undefined and no conventional baseline is tested.