2020 CCF大数据与计算智能大赛-非结构化商业文本信息中隐私信息识别-第7名方案
bert base + flat + crf + fgm + swa + pu learning策略 + clue数据集 = test1单模0.906
词向量：https://github.com/Embedding/Chinese-Word-Vectors SGNS(Mixed-large 综合)
loss mask相关代码为pu learning策略的实现
主要模块版本 python 3.6.9
torch 1.1.0
transformers 3.0.2
pytorchcrf 1.2.0
torchcontrib 0.0.2
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