航空装配领域中命名实体识别的持续学习框架
刘沛丰,钱璐,赵兴炜,陶波

Continual learning framework of named entity recognition in aviation assembly domain
Pei-feng LIU,Lu QIAN,Xing-wei ZHAO,Bo TAO
表 1 命名实体识别技术模型在MSRA语料集上的实验结果
Tab.1 Experimental results of named entity recognition models on MSRA corpus
模型 P/% R/% F1/%
CRF(2006)[16] 91.22 81.71 86.20
CRF(2013)[17] 91.86 88.75 90.28
BiLSTM+CRF[18] 92.97 90.80 91.87
Lattice LSTM[18] 93.57 92.79 93.18
BERT-BiGRU-CRF[19] 95.31 95.54 95.43