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做了一些NER的sota模型的收集

roberta-bilstm-crf模型代码有:

(RoBERTa-bilstm_crf)https://github.com/SenseKnowledge/pytorch-NER

bert-bilstm-crf模型代码有:

(bert_bilstm_crf_ner_pytorch)https://github.com/Htring/BERT-BiLSTM-CRF_PL

预训练模型有:github.com/ymcui/Chinese-BERT-wwm

bilstm-crf模型代码有:

(NER-Demo)https://github.com/CLOVEXCWZ/NER_DEMO

(NER-in-Chinese-Text)https://github.com/littledeepthink/NER-in-Chinese-Text

crf模型代码有:

CRF

bert+crf模型代码有:

BILSTM-CRF

word2vec_bilstm_crf模型代码有:

(CCKS2019_Chinese_Clinical_NER)https://github.com/zxlzr/CCKS2019_Chinese_Clinical_NER

bilstm+attention+crf模型代码有:

(NER-Demo)https://github.com/CLOVEXCWZ/NER_DEMO

IDCNN+CRF模型代码有:

(NER-Demo)https://github.com/CLOVEXCWZ/NER_DEMO

数据地址:

OntoNotes 5.0数据集:https://catalog.ldc.upenn.edu/LDC2013T19

CLUENER数据集:https://www.cluebenchmarks.com/ner.html

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