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Table 2 Person name substitution. Replace the anonymous name in the source text with another real name

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

Source text

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Although Yang Hao did not hold the knife directly in the process of committing the crime, when Chen called to invite Yang Hao to revenge Xu,Yang Hao had clearly informed Yang Hao to carry the crime tools, and Yang Hao also clearly stated that he knew that Chen had brought the knife, and Yang Hao could foresee the possible harmful result of casualties at that time, so Yang Hao had a general intention for the occurrence of Xu ’s death result.

Enhancement by named entity word substitution

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Although Yang Hao did not hold the knife directly in the process of committing the crime, when Song Jiang called to invite Yang Hao to revenge Dong Zeyuan, he had clearly informed Yang Hao to carry the crime tools, Yang Hao also clearly stated that he knew Gan Zhixiang was to let him carry the knife, Yang Hao was able to foresee the possible result of injury and death of people at that time, so Yang Hao had a general intention for the occurrence of Liang Xianglian’s death result.