Hate Speech Detection on Vietnamese Social Media Text using the Bi-GRU-LSTM-CNN Model

M. Schuster and K.K. Paliwal. Bidirectional recurrent neural networks. Trans. Sig. Proc., 45(11):2673–2681, November 1997

1997

Earlier work this paper cites.

Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. Efficient estimation of word representations in vector space. CoRR, abs/1301.3781, 2013

Original

2013

Earlier work this paper cites.

Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014. Glove: Global vectors for word representation. In Proceedings of EMNLP-2014, pages 1532–1543, Doha, Qatar, October

2014

Earlier work this paper cites.

K. Cho, B. Van Merriënboer, C. Gulcehre, D. Bahdanau, F. Bougares, H. Schwenk, and Y. Bengio, “Learning phrase representations using rnn encoder-decoder for statistical machine translation,” arXiv preprint arXiv:1406.1078, 2014

Original

2014

Earlier work this paper cites.

Jason P. C. Chiu and Eric Nichols. Named entity recognition with bidirectional lstm-cnns. 2015. cite arxiv:1511.08308

Original

2015

Earlier work this paper cites.

Zhiheng Huang, Wei Xu, and Kai Yu. Bidirectional lstm-crf models for sequence tagging. 08 2015

2015

Earlier work this paper cites.

Liu, P., Qiu, X., & Huang, X. (2016). Recurrent neural network for text classification with multi-task learning. arXiv preprint arXiv:1605.05101

Original

2016

Cited alongside, same era.

P. Zhou, Z. Qi, S. Zheng, J. Xu, H. Bao, and B. Xu, “Text classification improved by integrating bidirectional lstm with two-dimensional max pooling,” arXiv preprint arXiv:1611.06639, 2016

Original

2016

Cited alongside, same era.

Peng Zhou, Zhenyu Qi, Suncong Zheng, Jiaming Xu, Hongyun Bao, and Bo Xu. Text classification improved by integrating bidirectional lstm with two-dimensional max pooling. 2016

2016

Cited alongside, same era.

P. Bojanowski, E. Grave, A. Joulin, and T. Mikolov, “Enriching word vectors with subword information,” arXiv preprint arXiv:1607.04606, 2016

Original

2016

Cited alongside, same era.

Zhang, Z., Luo, L.: Hate speech detection: A solved problem? the challenging case of long tail on twitter. CoRR abs/1803.03662 (2018), http://arxiv.org/abs/1803.03662

Original

2018

Later among the works it cites.

Z. Zhang, D. Robinson, and J. Tepper, “Detecting hate speech on twitter using a convolution-gru based deep neural network,” in European Semantic Web Conference. Springer, 2018, pp. 745–760

2018

Later among the works it cites.

Alon Jacovi, Oren Sar Shalom, and Yoav Goldberg. 2018. Understanding Convolutional Neural Networks for Text Classification. In Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, pages 56–65. Association for Computational Linguistics

2018

Later among the works it cites.

Edouard Grave, Piotr Bojanowski, Prakhar Gupta, Armand Joulin, and Tomas Mikolov. 2018. Learning word vectors for 157 languages. LREC

2018

Later among the works it cites.