@article{3045,
  author = {Ling Luo, Nan Li, Shuaichi Li, Zhihao Yang, Hongfei Lin},
  title = {Neural Network Ensemble Approach for the Chinese Clinical Named Entity Recognition},
  journal = {International Journal of Computational Linguistics Research},
  year = {2020},
  volume = {11},
  number = {3},
  doi = {10.6025/jcl/2020/11/3/108-113},
  url = {http://www.dline.info/jcl/fulltext/v11n3/jclv11n3_3.pdf},
  abstract = {<p>[1] Uzuner, &Ouml;., Solti, I., Cadag, E. (2010). Extracting medication information from clinical text. Journal of the American<br />Medical Informatics Association, 2010, 17 (5) 514-518.<br />[2] Sun, W., Rumshisky, A., Uzuner, O. (2013). Evaluating temporal relations in clinical text: 2012 i2b2 challenge. Journal of<br />the American Medical Informatics Association 2013, 20 (5) 806-813.<br />[3] Bethard, S., Savova, G., Chen, W-T., Derczynski, L., Pustejovsky, J., Verhagen, M. (2016). Semeval-2016 task 12: Clinical<br />tempeval. In: Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016): 2016. 1052-1062.<br />[4] Collobert. R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P (2011. Natural language processing (almost)<br />from scratch. Journal of Machine Learning Research 2011, 12(Aug), 2493-2537.<br />[5] Lample, G., Ballesteros, M., Subramanian, S., Kawakami, K., Dyer, C. (2016). Neural architectures for named entity<br />recognition. arXiv preprint arXiv:160301360 2016.<br />[6] Ma, X., Hovy, E. (2016). End-to-end sequence labeling via bi-directional lstm-cnns-crf. arXiv preprint arXiv:160301354.<br />[7] He, J., Wang, H. (2008). Chinese named entity recognition and word segmentation based on character. In: Proceedings of<br />the Sixth SIGHAN Workshop on Chinese Language Processing: 2008.<br />[8] Li, H., Hagiwara, M., Li, Q., Ji, H. (2014). Comparison of the Impact of Word Segmentation on Name Tagging for Chinese<br />and Japanese. In: LREC: 2014. 2532-2536.<br />[9] Zhang, Y., Yang, J. (2018). Chinese NER Using Lattice LSTM. arXiv preprint arXiv:180502023 2018.</p>},
}