[1] |
Joulin A, Grave E, Bojanowski P, et al. Bag of tricks for efficient text classification[C]// 15th Conference of the European Chapter of the Association for Computational Linguistics. 2017: 427-431.
|
[2] |
Li B F, Zhao Z, Liu T, et al. Weighted neural bag-of-$n$-grams model: new baselines for text classification[C]// Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics. 2016: 1591-1600.
|
[3] |
Kim Y. Convolutional neural networks for sentence classification[C]// 2014 Conference on Empirial Methods in Natural Language Processing. 2014: 1746-1751.
|
[4] |
Conneau A, Schwenk H, Barrault L, et al. Very deep convolutional networks for text classification[C]// 15th Conference of the European Chapter of the Association for Computational Linguistics. 2017: 1107-1116.
|
[5] |
Kolen J, Kremer S. Gradient flow in recurrent nets: the difficulty of learning long term dependencies [M]. Piscataway: Wiley-IEEE Press, 2001.
|
[6] |
Tang D, Qin B, Liu T. Document modeling with gated recurrent neural network for sentiment classification[C]// Conference on Empirical Methods in Natural Language Processing. 2015: 1422-1432.
|
[7] |
Abreu J, Fred L, David M, et al. Hierarchical attentional hybrid neural networks for document classification[C]// International Conference on Artificial Neural Networks. 2019: 396-402.
|
[8] |
Hsu S T, Moon C, Jones P, et al. A hybrid CNN-RNN alignment model for phrase-aware sentence classification[C]// 15th Conference of the European Chapter of the Association for Computational Linguistics. 2017: 443-449.
|
[9] |
Pang B, Lee L. Seeing stars: exploiting class relationships for sentiment categorization with respect to rating scales[C]// 43rd Annual Meeting of the Association for Computational Linguistics. 2005: 115-124.
|
[10] |
Maas A L, Daly R E, Pham P T, et al. Learning word vectors for sentiment analysis[C]// 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. 2011: 142-150.
|
[11] |
Johnson R, Zhang T. Effective use of word order for text categorization with convolutional neural networks[C]// 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2015: 103-112.
|
[12] |
Mcauley J, Leskovec J. Hidden factors and hidden topics: understanding rating dimensions with review text[C]// ACM Conference on Recommender Systems. 2013: 165-172.
|
[13] |
Dai A M, Le Q V. Semi-supervised sequence learning[J]. Advances in Neural Information Processing Systems, 2015,2015:3079-3087.
|
[14] |
Kingma D P, Ba J. Adam: a method for stochastic optimization[C]// 3rd International Conference for Learning Representations. 2015.
|