├── Natural Language Processing and Word Embeddings ├── Emojify.ipynb └── Operations on word vectors - Debiasing.ipynb ├── Papers ├── 1997 LSTM LONG SHORT-TERM MEMORY - Sepp Hochreiter, Jurgen Schmidhuber.pdf ├── 2002 BLEU bilingual evaluation understudy - a Method for Automatic Evaluation of Machine Translation - Papineni, Roukos, Ward, Zhu.pdf ├── 2003 A Neural Probabilistic Language Model - Bengio, Ducharme, Vincent, Jauvin.pdf ├── 2006 CTC Connectionist Temporal Classification - Labelling Unsegmented Sequence Data with Recurrent Neural Networks - Graves, Fernandez, Gomez, Schmidhuber.pdf ├── 2008 t-SNE Visualizing Data using t-SNE - Laurens van der Maaten, Geoffrey Hinton.pdf ├── 2013 Linguistic Regularities in Continuous Space Word Representations - Mikolov, Yih, Zweig.pdf ├── 2013 Word2Vec CBOW Skip-gram Efficient Estimation of Word Representations in Vector Space - Mikolov, Chen, Corrado, Dean.pdf ├── 2013 Word2Vec Negative Sampling Distributed Representations of Words and Phrases and their Compositionality - Mikolov, Sutskever, Chen, Corrado, Dean.pdf ├── 2014 DeepFace- Closing the Gap to Human-Level Performance in Face Verification - Taigman, Yang, Ranzato, Wolf.pdf ├── 2014 GRU Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling - Chung, Gulcehre, Cho, Bengio.pdf ├── 2014 GRU On the Properties of Neural Machine Translation Encoder-Decoder Approaches - Cho, Merrienboer, Bahdanau, Bengio.pdf ├── 2014 GloVe - Global Vectors for Word Representation - Pennington, Socher, Manning.pdf ├── 2014 Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation - Cho, Merrienboer, Gulcehre, Bahdanau, Bougares, Schwenk, Bengio.pdf ├── 2014 Sequence to Sequence Learning with Neural Networks - Sutskever, Vinyals, Le.pdf ├── 2014 Show and Tell - A Neural Image Caption Generator - Vinyals, Toshev, Bengio, Erhan.pdf ├── 2015 Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) - Mao, Xu, Yang, Wang, Huang, Yuille.pdf ├── 2015 Deep Visual-Semantic Alignments for Generating Image Descriptions - Karpathy, Li.pdf ├── 2016 Attention Model Neural Machine Translation by Jointly Learning to Align and Translate - Bahdanau, Cho, Bengio.pdf ├── 2016 Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embedding - Bolukbasi, Chang, Zou, Saligrama, Kalai.pdf └── 2016 Show, Attend and Tell - Neural Image Caption Generation with Visual Attention - Xu, Ba, Kiros, Cho, Courville, Salakhutdinov, Zemel, Bengio.pdf ├── README.md ├── Recurrent Neural Networks ├── Building a Recurrent Neural Network Step by Step.ipynb ├── Dinosaurus Island Character level language model.ipynb └── Improvise a Jazz Solo with an LSTM Network.ipynb ├── Sequence models and Attention mechanism ├── Neural machine translation with attention.ipynb └── Trigger word detection.ipynb └── images ├── Deep-Learning-Specialization-1.jpeg ├── Deep-Learning-Specialization-2.jpeg ├── Deep-Learning-Specialization-3.jpeg ├── Deep-Learning-Specialization-4.jpeg ├── Deep-Learning-Specialization-5.jpeg ├── Deep-Learning-Specialization.png ├── RNN-LSTM-NLP-Sequence-Models-1.png ├── RNN-LSTM-NLP-Sequence-Models-11.pdf ├── RNN-LSTM-NLP-Sequence-Models-11.png ├── RNN-LSTM-NLP-Sequence-Models-12.pdf ├── RNN-LSTM-NLP-Sequence-Models-12.png ├── RNN-LSTM-NLP-Sequence-Models-13.png ├── RNN-LSTM-NLP-Sequence-Models-2.png ├── RNN-LSTM-NLP-Sequence-Models-3a.png ├── RNN-LSTM-NLP-Sequence-Models-3b.png ├── RNN-LSTM-NLP-Sequence-Models-3c.png ├── RNN-LSTM-NLP-Sequence-Models-4a.png ├── RNN-LSTM-NLP-Sequence-Models-4b.png ├── RNN-LSTM-NLP-Sequence-Models-5a.png ├── RNN-LSTM-NLP-Sequence-Models-5b.png ├── RNN-LSTM-NLP-Sequence-Models-5c.png ├── RNN-LSTM-NLP-Sequence-Models-6a.png ├── RNN-LSTM-NLP-Sequence-Models-6b.png ├── RNN-LSTM-NLP-Sequence-Models-7a.png ├── RNN-LSTM-NLP-Sequence-Models-7b.png ├── RNN-LSTM-NLP-Sequence-Models-7c.png ├── RNN-LSTM-NLP-Sequence-Models-7d.png ├── RNN-LSTM-NLP-Sequence-Models-8a.png ├── RNN-LSTM-NLP-Sequence-Models-8b.png ├── RNN-LSTM-NLP-Sequence-Models-9a.png ├── RNN-LSTM-NLP-Sequence-Models-9b.png ├── RNN-LSTM-NLP-Sequence-Models-9c.png ├── RNN-LSTM-NLP-Sequence-Models-9d.png ├── RNN-LSTM-NLP-Sequence-Models-9e.png ├── RNN-LSTM-NLP-Sequence-Models-Papers-1.png ├── RNN-LSTM-NLP-Sequence-Models-Papers-2.png ├── RNN-LSTM-NLP-Sequence-Models-Papers-3.png ├── RNN-LSTM-NLP-Sequence-Models-Papers-4.png ├── RNN-LSTM-NLP-Sequence-Models-Papers-5.png ├── RNN-LSTM-NLP-Sequence-Models-Papers-6.png ├── RNN-LSTM-NLP-Sequence-Models-Papers-7.png ├── RNN-LSTM-NLP-Sequence-Models-Papers-8.png └── RNN-LSTM-NLP-Sequence-Models-Papers-9.png /Natural Language Processing and Word Embeddings/Emojify.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Natural Language Processing and Word Embeddings/Emojify.ipynb -------------------------------------------------------------------------------- /Natural Language Processing and Word Embeddings/Operations on word vectors - Debiasing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Natural Language Processing and Word Embeddings/Operations on word vectors - Debiasing.ipynb -------------------------------------------------------------------------------- /Papers/1997 LSTM LONG SHORT-TERM MEMORY - Sepp Hochreiter, Jurgen Schmidhuber.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/1997 LSTM LONG SHORT-TERM MEMORY - Sepp Hochreiter, Jurgen Schmidhuber.pdf -------------------------------------------------------------------------------- /Papers/2002 BLEU bilingual evaluation understudy - a Method for Automatic Evaluation of Machine Translation - Papineni, Roukos, Ward, Zhu.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2002 BLEU bilingual evaluation understudy - a Method for Automatic Evaluation of Machine Translation - Papineni, Roukos, Ward, Zhu.pdf -------------------------------------------------------------------------------- /Papers/2003 A Neural Probabilistic Language Model - Bengio, Ducharme, Vincent, Jauvin.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2003 A Neural Probabilistic Language Model - Bengio, Ducharme, Vincent, Jauvin.pdf -------------------------------------------------------------------------------- /Papers/2006 CTC Connectionist Temporal Classification - Labelling Unsegmented Sequence Data with Recurrent Neural Networks - Graves, Fernandez, Gomez, Schmidhuber.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2006 CTC Connectionist Temporal Classification - Labelling Unsegmented Sequence Data with Recurrent Neural Networks - Graves, Fernandez, Gomez, Schmidhuber.pdf -------------------------------------------------------------------------------- /Papers/2008 t-SNE Visualizing Data using t-SNE - Laurens van der Maaten, Geoffrey Hinton.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2008 t-SNE Visualizing Data using t-SNE - Laurens van der Maaten, Geoffrey Hinton.pdf -------------------------------------------------------------------------------- /Papers/2013 Linguistic Regularities in Continuous Space Word Representations - Mikolov, Yih, Zweig.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2013 Linguistic Regularities in Continuous Space Word Representations - Mikolov, Yih, Zweig.pdf -------------------------------------------------------------------------------- /Papers/2013 Word2Vec CBOW Skip-gram Efficient Estimation of Word Representations in Vector Space - Mikolov, Chen, Corrado, Dean.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2013 Word2Vec CBOW Skip-gram Efficient Estimation of Word Representations in Vector Space - Mikolov, Chen, Corrado, Dean.pdf -------------------------------------------------------------------------------- /Papers/2013 Word2Vec Negative Sampling Distributed Representations of Words and Phrases and their Compositionality - Mikolov, Sutskever, Chen, Corrado, Dean.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2013 Word2Vec Negative Sampling Distributed Representations of Words and Phrases and their Compositionality - Mikolov, Sutskever, Chen, Corrado, Dean.pdf -------------------------------------------------------------------------------- /Papers/2014 DeepFace- Closing the Gap to Human-Level Performance in Face Verification - Taigman, Yang, Ranzato, Wolf.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2014 DeepFace- Closing the Gap to Human-Level Performance in Face Verification - Taigman, Yang, Ranzato, Wolf.pdf -------------------------------------------------------------------------------- /Papers/2014 GRU Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling - Chung, Gulcehre, Cho, Bengio.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2014 GRU Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling - Chung, Gulcehre, Cho, Bengio.pdf -------------------------------------------------------------------------------- /Papers/2014 GRU On the Properties of Neural Machine Translation Encoder-Decoder Approaches - Cho, Merrienboer, Bahdanau, Bengio.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2014 GRU On the Properties of Neural Machine Translation Encoder-Decoder Approaches - Cho, Merrienboer, Bahdanau, Bengio.pdf -------------------------------------------------------------------------------- /Papers/2014 GloVe - Global Vectors for Word Representation - Pennington, Socher, Manning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2014 GloVe - Global Vectors for Word Representation - Pennington, Socher, Manning.pdf -------------------------------------------------------------------------------- /Papers/2014 Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation - Cho, Merrienboer, Gulcehre, Bahdanau, Bougares, Schwenk, Bengio.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2014 Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation - Cho, Merrienboer, Gulcehre, Bahdanau, Bougares, Schwenk, Bengio.pdf -------------------------------------------------------------------------------- /Papers/2014 Sequence to Sequence Learning with Neural Networks - Sutskever, Vinyals, Le.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2014 Sequence to Sequence Learning with Neural Networks - Sutskever, Vinyals, Le.pdf -------------------------------------------------------------------------------- /Papers/2014 Show and Tell - A Neural Image Caption Generator - Vinyals, Toshev, Bengio, Erhan.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2014 Show and Tell - A Neural Image Caption Generator - Vinyals, Toshev, Bengio, Erhan.pdf -------------------------------------------------------------------------------- /Papers/2015 Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) - Mao, Xu, Yang, Wang, Huang, Yuille.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2015 Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) - Mao, Xu, Yang, Wang, Huang, Yuille.pdf -------------------------------------------------------------------------------- /Papers/2015 Deep Visual-Semantic Alignments for Generating Image Descriptions - Karpathy, Li.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2015 Deep Visual-Semantic Alignments for Generating Image Descriptions - Karpathy, Li.pdf -------------------------------------------------------------------------------- /Papers/2016 Attention Model Neural Machine Translation by Jointly Learning to Align and Translate - Bahdanau, Cho, Bengio.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2016 Attention Model Neural Machine Translation by Jointly Learning to Align and Translate - Bahdanau, Cho, Bengio.pdf -------------------------------------------------------------------------------- /Papers/2016 Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embedding - Bolukbasi, Chang, Zou, Saligrama, Kalai.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/georgezoto/RNN-LSTM-NLP-Sequence-Models/HEAD/Papers/2016 Man is to Computer Programmer as Woman is to Homemaker? 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