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Mathieu Constant

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Open access 2026

Evaluating LLM-as-a-Judge for Medical Term Simplification

The reliability and robustness of LaaJ for specialized medical knowledge is investigated by evaluating six LLMs for their judgment capabilities on three dimensions: correctness, readability, and completeness, and it is observed that hallucinations in LaaJ setups can be mitigated by epistemic markers.

Ioana Buhnila, Aman Sinha, Rohit Agarwal et al. · 0 citations