[1] LI J, CAO Y, WANG Y, et al. Online learning algorithms for double-weighted least squares twin bounded support vector machines[J]. Neural Processing Letters,2017,45(1):319-339. [2] 孙志军,薛磊,许阳明,等.深度学习研究综述[J].计算机应用研究, 2012,29(8):2806-2810.(SUN Z J,XUE L,XU Y M, et al. A review of deep learning research[J]. Application Research of Computers, 2012, 29(8):2806-2810.) [3] KRIZHEVSKY A, SUTSKEVER I, HINTON G E. ImageNet classification with deep convolutional neural networks[C]//Proceedings of the 25th International Conference on Neural Information Processing Systems. Lake Tahoe, Nevada:Curran Associates Inc.,2012:1097-1105. [4] JOHNSON R, ZHANG T. Effective use of word order for text categorization with convolutional neural networks[J/OL]. arXiv Preprint, 2014, 2014:arXiv:1412.1058(2014-12-01)[2015-03-26]. https://arxiv.org/abs/1412.1058. [5] KALCHBRENNER N, GREFENSTETTE E, BLUNSOM P. A convolutional neural network for modelling sentences[J/OL]. arXiv Preprint, 2014, 2014:arXiv:1404.2188[2014-04-08]. https://arxiv.org/abs/1404.2188. [6] KIM Y. Convolutional neural networks for sentence classification[EB/OL].[2014-09-03]. http://emnlp2014.org/papers/pdf/EMNLP2014181.pdf. [7] CHO K, van MERRIENBOER B, GULCEHRE C, et al. Learning phrase representions using RNN encoder decoder for statistical machine translation[EB/OL].[2014-09-03].http://www.aclweb.org/anthology/D/D14/D14-1179.pdf. [8] EBRAHIMI J, DOU D. Chain based RNN for relation classification[EB/OL].[2014-09-03].http://www.aclweb.org/anthology/N/N15/N15-1133.pdf. [9] HOCHREITER S, SCHMIDHUBER J. Long short-term memory[J].Neural Computation,1997, 9(8):1735-1780. [10] GRAVES A. Supervised Sequence Labelling with Recurrent Neural Networks[M]. Heidelberg:Springer,2012:35-42. [11] ANDRIY M, GEOFFREY H. A scalable hierarchical distributed language model[C]//Proceedings of the 21st International Conference on Neural Information Processing System. Lake Tahoe, Nevada:Curran Associates Inc.,2008:1081-1088. [12] BENGIO Y, SCHWENK H, SENÉCAL J S, et al. A neural probabilistic language model[J].Journal of Machine Learning Research, 2003,3(6):1137-1155. [13] MIKOLOV T,CHEN K,CORRADO G, et al. Efficient estimation of word representations in vector space[J/OL]. arXiv Preprint, 2013, 2013:arXiv:1301.3781(2013-01-16)[2013-09-07]. http://arxiv.org/abs/1301.3781. [14] MIKOLOV T,SUTSKEVER I,CHEN K, et al. Distributed representations of words and phrases and their compositionality[C]//Proceedings of the 26th International Conference on Neural Information Processing Systems. Lake Tahoe, Nevada:Curran Associates Inc.,2013:3111-3119. [15] 冀胜利,李波.基于SVM的中文文本分类算法[J].重庆工学院学报(自然科学版),2008,22(7):84-87. (YI S L,LI B. Chinese text classification algorithm based on SVM[J].Journal of Chongqing Institute of Technology (Natural Science Edition), 2008,22(7):84-87.) [16] 王树恒,吐尔根江·依布拉音,卡哈尔江·阿比的热西提,等.基于BLSTM的维吾尔语文本情感分析[J].计算机工程与设计,2017,38(10):2879-2886.(WANG S H, IBRAHIM T, ABIDEREXITI K, et al. Sentiment classification of Uyghur text based on BLSTM[J]. Computer Engineering and Design, 2017, 38(10):2879-2886.) [17] 崔建明,刘建明,廖周宇.基于SVM算法的文本分类技术研究[J].计算机仿真, 2013, 30(2):299-302.(CUI J M, LIU J M, LIAO Z Y. Research of text categorization based on support vector machine[J]. Computer Simulation, 2013, 30(2):299-302.) [18] 张冲. 基于Attention-Based LSTM模型的文本分类技术的研究[D]. 南京:南京大学, 2016.(ZHANG C. Text classification based on Attention-Based LSTM model[D]. Nanjing:Nanjing University, 2016.) [19] ZHANG X, ZHAO J, LeCUN Y. Character-level convolutional networks for text classification[C]//Proceedings of the 28th International Conference on Neural Information Processing Systems. Cambridge, MA:MIT Press, 2015:649-657. [20] ZHOU C, SUN C, LIU Z, et al. A C-LSTM neural network for text classification[J/OL]. arXiv Preprint, 2015, 2015:arXiv.1511.08630(2015-11-27)[2018-04-01]. https://arxiv.org/abs/1511.08630. |