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Title: GitHub - DTSSDUTDeepLearning/nlp-tutorial: Natural Language Processing Tutorial for Deep Learning Researchers

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Description: Natural Language Processing Tutorial for Deep Learning Researchers - DTSSDUTDeepLearning/nlp-tutorial

Open Graph Description: Natural Language Processing Tutorial for Deep Learning Researchers - DTSSDUTDeepLearning/nlp-tutorial

X Description: Natural Language Processing Tutorial for Deep Learning Researchers - DTSSDUTDeepLearning/nlp-tutorial

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nlkey2022@gmail.com

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A Neural Probabilistic Language Model(2003)	http://www.jmlr.org/papers/volume3/bengio03a/bengio03a.pdf
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Bag of Tricks for Efficient Text Classification(2016)	https://arxiv.org/pdf/1607.01759.pdf
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Finding Structure in Time(1990)	http://psych.colorado.edu/~kimlab/Elman1990.pdf
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LONG SHORT-TERM MEMORY(1997)	https://www.bioinf.jku.at/publications/older/2604.pdf
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Seq2Seq	https://github.com/graykode/nlp-tutorial/tree/master/4-1.Seq2Seq
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation(2014)	https://arxiv.org/pdf/1406.1078.pdf
Seq2Seq_Tensor.ipynb	https://colab.research.google.com/github/graykode/nlp-tutorial/blob/master/4-1.Seq2Seq/Seq2Seq_Tensor.ipynb
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Seq2Seq with Attention	https://github.com/graykode/nlp-tutorial/tree/master/4-2.Seq2Seq(Attention)
Neural Machine Translation by Jointly Learning to Align and Translate(2014)	https://arxiv.org/abs/1409.0473
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The Transformer	https://github.com/graykode/nlp-tutorial/tree/master/5-1.Transformer
Attention Is All You Need(2017)	https://arxiv.org/abs/1706.03762
Transformer_Torch.ipynb	https://colab.research.google.com/github/graykode/nlp-tutorial/blob/master/5-1.Transformer/Transformer_Torch.ipynb
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BERT	https://github.com/graykode/nlp-tutorial/tree/master/5-2.BERT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding(2018)	https://arxiv.org/abs/1810.04805
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