text classification 的論文 -- 持續更新

1. attention

1. Vaswani A, Shazeer N, Parmar N, et al. Attention Is All You Need[J]. 2017.

2. Raffel C, Ellis D P W. Feed-Forward Networks with Attention Can Solve Some Long-Term Memory Problems[J]. 2015.

3. Yang Z, Yang D, Dyer C, et al. Hierarchical Attention Networks for Document Classification[C]// Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2017:1480-1489.

4. Du C, Huang L. Text Classification Research with Attention-based Recurrent Neural Networks[J]. International Journal of Computers Communications & Control, 2018, 13(1):50.

2. CNN

1. Kim Y. Convolutional Neural Networks for Sentence Classification[J]. Eprint Arxiv, 2014.

2. Santos C N D, Gattit M. Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts[C]// International Conference on Computational Linguistics. 2014.

3. Szegedy C, Liu W, Jia Y, et al. Going deeper with convolutions[C]// IEEE Conference on Computer Vision and Pattern Recognition. IEEE, 2015:1-9.

4. Conneau A, Schwenk H, Barrault L, et al. Very Deep Convolutional Networks for Text Classification[J]. 2016:1107-1116.

3. RNN

1. Zhou C, Sun C, Liu Z, et al. A C-LSTM Neural Network for Text Classification[J]. Computer Science, 2015, 1(4):39-44.

2. 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.

3. Chung J, Gulcehre C, Cho K H, et al. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling[J]. Eprint Arxiv, 2014.

4. Recurrent Convolutional Neural Networks for Text Classification

5. Liu P, Qiu X, Huang X. Recurrent neural network for text classification with multi-task learning[C]// International Joint Conference on Artificial Intelligence. AAAI Press, 2016:2873-2879.

6. Zhou P, Qi Z, Zheng S, et al. Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling[J]. 2016.