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Advancing Domain Adaptation of BERT by Learning Domain Term Semantics gap between the original vocabulary and domain terms in the embedding space. We evaluate our method on both general and biomedical NLP tasks, and experimental results demonstrate a significant improvement in BERT’s performance across all biomedical NLP tasks without affecting its performance on gen