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