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Add VDCNN for NLP and FastText
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state-of-the-art in sentence classification
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Hrant-Khachatrian authored Oct 23, 2016
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Expand Up @@ -200,6 +200,10 @@ I would continue adding papers to this roadmap.

**[7]** Karl Moritz Hermann, et al. "**Teaching Machines to Read and Comprehend**." arXiv preprint arXiv:1506.03340(2015) [[pdf]](https://arxiv.org/abs/1506.03340) **(CNN/DailyMail cloze style questions)** :star::star:

**[8]** Alexis Conneau, et al. "**Very Deep Convolutional Networks for Natural Language Processing**." arXiv preprint arXiv:1606.01781(2016) [[pdf]](https://arxiv.org/abs/1606.01781) **(state-of-the-art in text classification)** :star::star::star:

**[9]** Armand Joulin, et al. "**Bag of Tricks for Efficient Text Classification**." arXiv preprint arXiv:1607.01759(2016) [[pdf]](https://arxiv.org/abs/1607.01759) **(slightly worse than state-of-the-art, but a lot faster)** :star::star::star:

## 3.2 Object Detection

**[1]** Szegedy, Christian, Alexander Toshev, and Dumitru Erhan. "**Deep neural networks for object detection**." Advances in Neural Information Processing Systems. 2013. [[pdf]](http://papers.nips.cc/paper/5207-deep-neural-networks-for-object-detection.pdf) :star::star::star:
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