TCMNER and PubMed: A Novel Chinese Character-Level-Based Model and a Dataset for TCM Named Entity Recognition

<div>The word semantic and word-character semantic relation integrated character-level representation generation process. The character-level representation is used as the <i>key</i> and <i>value</i> of the multihead self-attention. The word/phrase-level representation is explored as the <i>query</i> of the multihead self-attention.</div>

Journal of Healthcare Engineering

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Figure 2: TCMNER and PubMed: A Novel Chinese Character-Level-Based Model and a Dataset for TCM Named Entity Recognition 