sl-LSTM: A Bi-Directional LSTM With Stochastic Gradient Descent Optimization for Sequence Labeling Tasks in Big Data
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[1] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[2] Geoffrey E. Hinton,et al. Speech recognition with deep recurrent neural networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[3] Jürgen Schmidhuber,et al. Learning Precise Timing with LSTM Recurrent Networks , 2003, J. Mach. Learn. Res..
[4] Jürgen Schmidhuber,et al. LSTM: A Search Space Odyssey , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[5] Jemal H. Abawajy,et al. Privacy models for big data: a survey , 2015, Int. J. Big Data Intell..
[6] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[7] Franck Dernoncourt,et al. NeuroNER: an easy-to-use program for named-entity recognition based on neural networks , 2017, EMNLP.
[8] Daphne Lopez,et al. Privacy Preserving Big Data Publishing: Challenges, Techniques, and Architectures , 2018 .
[9] SchmidhuberJürgen,et al. 2005 Special Issue , 2005 .
[10] David M. W. Powers,et al. Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation , 2011, ArXiv.
[11] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[12] Léon Bottou,et al. Large-Scale Machine Learning with Stochastic Gradient Descent , 2010, COMPSTAT.
[13] Wojciech Zaremba,et al. An Empirical Exploration of Recurrent Network Architectures , 2015, ICML.
[14] Hinrich Schütze,et al. Introduction to information retrieval , 2008 .
[15] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[16] Erik F. Tjong Kim Sang,et al. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition , 2003, CoNLL.
[17] Jeffrey Pennington,et al. GloVe: Global Vectors for Word Representation , 2014, EMNLP.
[18] Jürgen Schmidhuber,et al. Framewise phoneme classification with bidirectional LSTM and other neural network architectures , 2005, Neural Networks.
[19] Yasemin Altun,et al. Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence Tagger , 2006, EMNLP.
[20] Jürgen Schmidhuber,et al. Learning to forget: continual prediction with LSTM , 1999 .