Figure 1
From: Named entity recognition in aerospace based on multi-feature fusion transformer

Use the lexicon to match the Chinese sentence to the words w1, w2 and w3, these Chinese words make it easier for the NER model to determine entity boundaries. Whether the entity in a sentence is w1 or w2 or w3 can be determined by the NER model using contextual semantics.