USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders

作者: Isabelle Augenstein , Andreas Vlachos , Kalina Bontcheva

DOI: 10.18653/V1/S16-1063

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参考文章(19)
Yoshua Bengio, Xavier Glorot, Antoine Bordes, Antoine Bordes, Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach international conference on machine learning. pp. 513- 520 ,(2011)
Pranav Anand, Ricky Grant, Marilyn Walker, Rob Abbott, Stance Classification using Dialogic Properties of Persuasion north american chapter of the association for computational linguistics. pp. 592- 596 ,(2012)
Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning, A large annotated corpus for learning natural language inference empirical methods in natural language processing. pp. 632- 642 ,(2015) , 10.18653/V1/D15-1075
Ilya Sutskever, Geoffrey Hinton, Alex Krizhevsky, Ruslan Salakhutdinov, Nitish Srivastava, Dropout: a simple way to prevent neural networks from overfitting Journal of Machine Learning Research. ,vol. 15, pp. 1929- 1958 ,(2014)
Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Andreas Müller, Joel Nothman, Gilles Louppe, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Édouard Duchesnay, Scikit-learn: Machine Learning in Python Journal of Machine Learning Research. ,vol. 12, pp. 2825- 2830 ,(2011)
Jiwei Li, Thang Luong, Dan Jurafsky, A Hierarchical Neural Autoencoder for Paragraphs and Documents Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). ,vol. 1, pp. 1106- 1115 ,(2015) , 10.3115/V1/P15-1107
Vincent Ng, Kazi Saidul Hasan, Stance Classification of Ideological Debates: Data, Models, Features, and Constraints international joint conference on natural language processing. pp. 1348- 1356 ,(2013)
Ilya Sutskever, Tomas Mikolov, Greg S Corrado, Kai Chen, Jeff Dean, Distributed Representations of Words and Phrases and their Compositionality neural information processing systems. ,vol. 26, pp. 3111- 3119 ,(2013)
Benjamin Van Durme, Margaret Mitchell, Theresa Wilson, Jacqui Aguilar, Open Domain Targeted Sentiment empirical methods in natural language processing. pp. 1643- 1654 ,(2013)
Meishan Zhang, Yue Zhang, Duy Tin Vo, Neural Networks for Open Domain Targeted Sentiment empirical methods in natural language processing. pp. 612- 621 ,(2015) , 10.18653/V1/D15-1073