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