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Herein, we introduce HER-BERT (Health Entity Resolver – BERT), a Small Language Model (SLM) that is deeply tuned on healthcare domain expertise for the focused downstream task of NER and Entity resolution. HER-BERT successfully navigates the tradeoffs between model efficiency and precision by achieving state-of-the-art accuracy with much less computational overhead.

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The Code Catcher annual revenue was $3 million in 2026.

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