Combining Multi-task Learning with Transfer Learning for Biomedical Named Entity Recognition
暂无分享,去创建一个
Ivan Serina | Alfonso Gerevini | Alberto Lavelli | Tahir Mehmood | A. Gerevini | I. Serina | T. Mehmood | A. Lavelli
[1] Rich Caruana,et al. Multitask Learning , 1997, Machine Learning.
[2] Sampo Pyysalo,et al. A neural network multi-task learning approach to biomedical named entity recognition , 2017, BMC Bioinformatics.
[3] D. W. Zimmerman,et al. Relative Power of the Wilcoxon Test, the Friedman Test, and Repeated-Measures ANOVA on Ranks , 1993 .
[4] Jimeng Sun,et al. Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review , 2018, J. Am. Medical Informatics Assoc..
[5] Ivan Serina,et al. Automatic classification of radiological reports for clinical care , 2018, Artif. Intell. Medicine.
[6] Yu Zhang,et al. Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning , 2018, bioRxiv.
[7] Gary D. Bader,et al. Transfer learning for biomedical named entity recognition with neural networks , 2018, bioRxiv.
[8] Maksim Terpilowski,et al. scikit-posthocs: Pairwise multiple comparison tests in Python , 2019, J. Open Source Softw..
[9] Mourad Gridach,et al. Character-level neural network for biomedical named entity recognition , 2017, J. Biomed. Informatics.
[10] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[11] Derek Hoiem,et al. Learning without Forgetting , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.