Attention Pooling-Based Bidirectional Gated Recurrent Units Model for Sentimental Classification
暂无分享,去创建一个
Dejun Zhang | Fazhi He | Fei Han | Yafeng Ren | Zhigang Tu | Lu Zou | Mingbo Hong
[1] Rui Zhang,et al. Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents , 2016, NAACL.
[2] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.
[3] Xiaoyan Zhu,et al. Linguistically Regularized LSTM for Sentiment Classification , 2016, ACL.
[4] Jun Zhao,et al. Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors , 2017, ACL.
[5] Diyi Yang,et al. Hierarchical Attention Networks for Document Classification , 2016, NAACL.
[6] Yoshua Bengio,et al. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling , 2014, ArXiv.
[7] Zhiyuan Liu,et al. A C-LSTM Neural Network for Text Classification , 2015, ArXiv.
[8] Jeffrey Dean,et al. Efficient Estimation of Word Representations in Vector Space , 2013, ICLR.
[9] Sandiway Fong,et al. Natural Language Grammatical Inference with Recurrent Neural Networks , 2000, IEEE Trans. Knowl. Data Eng..
[10] Xiaoyong Du,et al. Initializing Convolutional Filters with Semantic Features for Text Classification , 2017, EMNLP.
[11] Yue Zhang,et al. Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring , 2017, CoNLL.
[12] Bo Pang,et al. A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts , 2004, ACL.
[13] Lukás Burget,et al. Recurrent neural network based language model , 2010, INTERSPEECH.
[14] Matthew D. Zeiler. ADADELTA: An Adaptive Learning Rate Method , 2012, ArXiv.
[15] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[16] Harris Drucker,et al. Support vector machines for spam categorization , 1999, IEEE Trans. Neural Networks.
[17] Andrew Y. Ng,et al. Semantic Compositionality through Recursive Matrix-Vector Spaces , 2012, EMNLP.
[18] Daphne Koller,et al. Support Vector Machine Active Learning with Applications to Text Classification , 2000, J. Mach. Learn. Res..
[19] Christopher Potts,et al. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank , 2013, EMNLP.
[20] Dong Yu,et al. Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition , 2012, IEEE Transactions on Audio, Speech, and Language Processing.
[21] Rodrigo C. Barros,et al. A multi-task neural network for multilingual sentiment classification and language detection on Twitter , 2018, SAC.
[22] Christopher D. Manning,et al. Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks , 2015, ACL.
[23] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[24] Jeffrey Pennington,et al. GloVe: Global Vectors for Word Representation , 2014, EMNLP.
[25] Yoshua Bengio,et al. A Neural Probabilistic Language Model , 2003, J. Mach. Learn. Res..
[26] Wenpeng Yin,et al. Multichannel Variable-Size Convolution for Sentence Classification , 2015, CoNLL.
[27] Jun Zhao,et al. Recurrent Convolutional Neural Networks for Text Classification , 2015, AAAI.
[28] Tong Zhang,et al. Deep Pyramid Convolutional Neural Networks for Text Categorization , 2017, ACL.
[29] Nitish Srivastava,et al. Improving neural networks by preventing co-adaptation of feature detectors , 2012, ArXiv.
[30] Bo Pang,et al. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating Scales , 2005, ACL.
[31] Guoyin Wang,et al. Joint Embedding of Words and Labels for Text Classification , 2018, ACL.
[32] Derek Ruths,et al. A Hierarchical Neural Attention-based Text Classifier , 2018, EMNLP.
[33] Regina Barzilay,et al. Molding CNNs for text: non-linear, non-consecutive convolutions , 2015, EMNLP.
[34] Fan Yang,et al. Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features , 2017, EMNLP.
[35] Jason Weston,et al. Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..
[36] Yoon Kim,et al. Convolutional Neural Networks for Sentence Classification , 2014, EMNLP.
[37] Zhi Jin,et al. Discriminative Neural Sentence Modeling by Tree-Based Convolution , 2015, EMNLP.
[38] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[39] Soonhung Han,et al. An efficient approach to directly compute the exact Hausdorff distance for 3D point sets , 2017, Integr. Comput. Aided Eng..
[40] Phil Blunsom,et al. A Convolutional Neural Network for Modelling Sentences , 2014, ACL.
[41] Ye Zhang,et al. Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization , 2017, ACL.
[42] Franck Dernoncourt,et al. Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks , 2016, NAACL.