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 6 不同模型在MSRA语料库上的实验结果

Tab.6 Experimental results of different models on MSRAcorpus

模型 P/% R/% F1/% HMM 94.76 94.90 94.82 CRF 98.03 98.07 98.05 BiLSTM 97.49 97.54 97.51 BiLSTM+CRF 98.01 98.04 98.02 本研究 98.19 98.23 98.21