[1]朱艳辉,李飞,冀相冰,等.反馈式K近邻语义迁移学习的领域命名实体识别[J].智能系统学报,2019,14(4):820-830.[doi:10.11992/tis.201804013]
 ZHU Yanhui,LI Fei,JI Xiangbing,et al.Domain-named entity recognition based on feedback K-nearest semantic transfer learning[J].CAAI Transactions on Intelligent Systems,2019,14(4):820-830.[doi:10.11992/tis.201804013]
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反馈式K近邻语义迁移学习的领域命名实体识别

参考文献/References:
[1] SOCHER R, HUVAL B, MANNING C D, et al. Semantic compositionality through recursive matrix-vector spaces[C]//Proceedings of 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning. Jeju Island, Korea:ACM, 2012:1201-1211.
[2] HOCHREITER S, SCHMIDHUBER J. Long short-term memory[J]. Neural computation, 1997, 9(8):1735-1780.
[3] COLLOBERT R, WESTON J, BOTTOU L, et al. Natural language processing (almost) from scratch[J]. Journal of machine learning research, 2011, 12:2493-2537.
[4] 张海楠, 伍大勇, 刘悦, 等. 基于深度神经网络的中文命名实体识别[J]. 中文信息学报, 2017, 31(4):28-35 ZHANG Hainan, WU Dayong, LIU Yue, et al. Chinese named entity recognition based on deep neural network[J]. Journal of Chinese information processing, 2017, 31(4):28-35
[5] MA Xuezhe, HOVY E. End-to-end sequence labeling via Bi-directional LSTM-CNNs-CRF[C]//Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL) 2016. Berlin, Germany:ACL, 2016:1064-1074.
[6] CHIU J P C, NICHOLS E. Named entity recognition with bidirectional LSTM-CNNs[J].Computer science, 2016:357-370.
[7] 姚霖, 刘轶, 李鑫鑫, 等. 词边界字向量的中文命名实体识别[J]. 智能系统学报, 2017, 11(1):37-42 YAO Lin, LIU Yi, LI Xinxin, et al. Chinese named entity recognition via word boundary based character embedding[J]. CAAI transactions on intelligent systems, 2017, 11(1):37-42
[8] PAN S J, YANG Qiang. A survey on transfer learning[J]. IEEE transactions on knowledge and data engineering, 2010, 22(10):1345-1359.
[9] PAN S J, TSANG I W, KWOK J T, et al. Domain adaptation via transfer component analysis[J]. IEEE transactions on neural networks, 2011, 22(2):199-210.
[10] LONG Mingsheng, WANG Jianmin, DING Guiguang, et al. Transfer feature learning with joint distribution adaptation[C]//Proceedings of 2013 IEEE International Conference on Computer Vision. Sydney, NSW:IEEE, 2013:2200-2207.
[11] 卞则康, 王士同. 基于相似度学习的多源迁移算法[J]. 控制与决策, 2017, 32(11):1941-1948 BIAN Zekang, WANG Shitong. Similarity-learning based multi-source transfer learning algorithm[J]. Control and decision, 2017, 32(11):1941-1948
[12] 庄福振, 罗平, 何清, 等. 迁移学习研究进展[J]. 软件学报, 2015, 26(1):26-39 ZHUANG Fuzhen, LUO Ping, HE Qing, et al. Survey on transfer learning research[J]. Journal of software, 2015, 26(1):26-39
[13] MIKOLOV T, CHEN K, CORRADO G, etal. Efficient estimation of word representations in space[J]. Computer science, 2013:1-12.
[14] LE Q V, MIKOLOV T. Distributed representations of sentences and documents[C]//Proceedings of the 31st International Conference on International Conference on Machine Learning. Beijing, China, 2014:Ⅱ-1188-Ⅱ-1196.
[15] MAHALANOBIS P C. On the generalized distance in statistics[J]. Proceedings of national institute of sciences, 1936, 2(1):49-55.
[16] 杨绪兵, 王一雄, 陈斌. 马氏度量学习中的几个关键问题研究及几何解释[J]. 南京大学学报(自然科学), 2013, 49(2):133-141 YANG Xubing, WANG Yixiong, CHEN Bin. Research on several key problems of Mahalanobis metric learning and corresponding geometrical interpretaions[J]. Journal of Nanjing University (natural sciences), 2013, 49(2):133-141
[17] 中国包装新闻数据. 中国包装网[EB/OL]. (2017.12)[2017.12.25]. http://news.pack.cn/ China Packaging Network. Chinese packaging news data[EB/OL]. (2017-12).[2017.12.25]. http://news.pack.cn/.
[18] 搜狐新闻数据. 搜狗实验室[EB/OL]. (2012.08.16)[2017.12.20]. http://www.sogou.com/labs/resource/cs.php. Sougou Labs. The whole network news data set[EB/OL]. (2012.08.16)[2017.12.20]. http://www.sogou.com/labs/resource/ca.php.
[19] 电子病历命名实体识别数据集. 全国知识图谱与语义计算大会[EB/OL]. (2017.05.20)[2017.12.20]. /?page_id=16 Clinical named entity recognition dataSet. China conference on knowledge graph and semantic computing[EB/OL]. (2017.05.20)[2017.12.20]. )
[20] 医疗资讯网. 医疗新闻数据[EB/OL]. (2013.01.01)[2017.12.20]. http://www.120news.org/. Medical information network. medical news data[EB/OL]. (2013.01.01)[2017.12.20]. http://www.120news.org/.
[21] 好大夫在线. 医疗新闻数据[EB/OL]. (2006.01.01)[2017.12.20]. https://www.haodf.com/article/. Good doctor online. Medical news data[EB/OL]. (2006.01.01)[2017.12.20]. https://www.haodf.com/article/.

备注/Memo

收稿日期:2018-04-10。
基金项目:国家自然科学基金项目(61402165);湖南省教育厅重点项目(15A049);湖南工业大学重点项目(17ZBLWT001KT006);湖南省研究生科研创新项目(CX2017B688).
作者简介:朱艳辉,女,1968年生,教授,主要研究方向为自然语言处理与知识工程。主持或参加国家自然科学基金项目、湖南省自然科学基金等科研项目13项,主持企业横向项目10余项。发表学术论文50余篇,其中被三大检索收录30余篇;李飞,男,1992年生,硕士研究生,主要研究方向为信息抽取与知识工程;冀相冰,男,1991年生,硕士研究生,主要研究方向为自然语言处理与知识工程。
通讯作者:李飞.E-mail:flytoskye@163.com

更新日期/Last Update: 2019-08-25
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