Computer Science ›› 2017, Vol. 44 ›› Issue (1): 60-64.doi: 10.11896/j.issn.1002-137X.2017.01.011
Previous Articles Next Articles
ZHANG Chun-yun, QIN Peng-da and YIN Yi-long
| [1] GRISHMAN R.Information extraction:Capabilities and challenges[Z].Lecture Notes of 2012 International Winter School in Language and Speech Technologies,Roviral Virgili,2012. [2] WANG T,et al.End-to-end text recognition with convolutional neural networks[C]∥2012 21st International Conference on Pattern Recognition (ICPR).2012. [3] LECUN Y,BENGIO Y,HINTON G.Deep learning[J].Nature,2015,521(7553):436-444. [4] HINTON G E,Salakhutdinov R R.Reducing the dimensionality of data with neural networks[J].Science,2006,313(5786):504-507. [5] HINTON G,et al.Deep neural networks for acoustic modeling in speech recognition:The shared views of four research groups[J].Signal Processing Magazine,IEEE,2012,29(6):82-97. [6] NGUYEN T H,GRISHMAN R.Relation Extraction:Perspec-tive from Convolutional Neural Networks[C]∥Workshop on Vector Modeling for NLP.2015:39-48 . [7] IYYER M,et al.A neural network for factoid question answering over paragraphs[C]∥Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP).2014. [8] LECUN Y,BENGIO Y.Convolutional networks for images,s-peech,and time series[M]∥ The Handbook of Brain Theory and Neural Networks.MIT Press,1995. [9] MOZER M C.A Focused Backpropagation Algorithm for Temporal Patern Recognition[M].Hillsdale,1995:137-169. [10] COLLOBERT R,et al.Natural language processing (almost) from scratch[J].The Journal of Machine Learning Research,2011(12):2493-2537. [11] KIM Y.Convolutional neural networks for sentence classification[J].arXiv preprint arXiv:1408.5882,2014. [12] CHEN Y,et al.Event Extraction via Dynamic Multi-PoolingConvolutional Neural Networks[C]∥Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing.2015. [13] ZENG D,et al.Relation classification via convolutional deepneural network[C]∥Proceedings of COLING.2014. [14] ZHANG Y,Wallace B.A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification[J].arXiv preprint arXiv:1510.03820,2015. [15] HINTON G E,et al.Improving neural networks by preventing o-adaptation of feature detectors[J].arXiv preprint arXiv: 1207.0580,2012. [16] MIKOLOV T,YIH W T,ZWEIG G.Linguistic Regularities in Continuous Space Word Representations[C]∥HLT-NAACL.2013. [17] GLOROT X,BORDES A,BENGIO Y.Deep sparse rectifierneural networks[C]∥International Conference on Artificial Intelligence and Statistics.2011. [18] ZEILER M D.ADADELTA:An adaptive learning rate method[J].arXiv preprint arXiv:1212.5701,2012. [19] PANG B,LEE L.Seeing stars:Exploiting class relationships for sentiment categorization with respect to rating scales[C]∥Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics.Association for Computational Linguistics,2005. [20] HENDRICKX I,et al.Semeval-2010 task 8:Multi-way classification of semantic relations between pairs of nominals[C]∥Proceedings of the Workshop on Semantic Evaluations:Recent Achievements and Future Directions.Association for Computational Linguistics,2009. |
| No related articles found! |
|
||
Home