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Table 3 Penalty substitution. Replace the penalty with other penalty names that appear less in source text

From: Named entity recognition for Chinese judgment documents based on BiLSTM and CRF

Source text

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After examination, it is believed that the fact that Wu Zhen committed the crime of intentional injury is clear.

Enhancement by named entity word substitution

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After examination, it is believed that the fact of Wu Zhen’s crime of endangering public safety by dangerous means is clear.