A named entity recognition model based on ensemble learning

作者: Xinghui Zhu , Zhuoyang Zou , Bo Qiao , Kui Fang , Yiming Chen

DOI: 10.3233/JCM-204543

关键词:

摘要:

参考文章(21)
Ling Luo, Zhihao Yang, Pei Yang, Yin Zhang, Lei Wang, Hongfei Lin, Jian Wang, An attention-based BiLSTM-CRF approach to document-level chemical named entity recognition Bioinformatics. ,vol. 34, pp. 1381- 1388 ,(2018) , 10.1093/BIOINFORMATICS/BTX761
Tom Young, Devamanyu Hazarika, Soujanya Poria, Erik Cambria, Recent Trends in Deep Learning Based Natural Language Processing [Review Article] IEEE Computational Intelligence Magazine. ,vol. 13, pp. 55- 75 ,(2018) , 10.1109/MCI.2018.2840738
Zara Nasar, Syed Waqar Jaffry, Muhammad Kamran Malik, Information extraction from scientific articles: a survey Scientometrics. ,vol. 117, pp. 1931- 1990 ,(2018) , 10.1007/S11192-018-2921-5
Shanta Chowdhury, Xishuang Dong, Lijun Qian, Xiangfang Li, Yi Guan, Jinfeng Yang, Qiubin Yu, A multitask bi-directional RNN model for named entity recognition on Chinese electronic medical records. BMC Bioinformatics. ,vol. 19, pp. 75- 84 ,(2018) , 10.1186/S12859-018-2467-9
Yoav Goldberg, A primer on neural network models for natural language processing Journal of Artificial Intelligence Research. ,vol. 57, pp. 345- 420 ,(2016) , 10.1613/JAIR.4992
Xuan Wang, Yu Zhang, Xiang Ren, Yuhao Zhang, Marinka Zitnik, Jingbo Shang, Curtis Langlotz, Jiawei Han, Cross-type biomedical named entity recognition with deep multi-task learning. Bioinformatics. ,vol. 35, pp. 1745- 1752 ,(2019) , 10.1093/BIOINFORMATICS/BTY869
Jason P.C. Chiu, Eric Nichols, Named Entity Recognition with Bidirectional LSTM-CNNs Transactions of the Association for Computational Linguistics. ,vol. 4, pp. 357- 370 ,(2016) , 10.1162/TACL_A_00104
Jose Camacho-Collados, Mohammad Taher Pilehvar, From Word To Sense Embeddings: A Survey on Vector Representations of Meaning Journal of Artificial Intelligence Research. ,vol. 63, pp. 743- 788 ,(2018) , 10.1613/JAIR.1.11259
Sharon Gower Small, Larry Medsker, Review of information extraction technologies and applications Neural Computing and Applications. ,vol. 25, pp. 533- 548 ,(2014) , 10.1007/S00521-013-1516-6
Ralph Grishman, Beth Sundheim, Design of the MUC-6 evaluation Proceedings of the 6th conference on Message understanding - MUC6 '95. pp. 1- 11 ,(1995) , 10.3115/1072399.1072401