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2003-10 - Paper - Notes - A Neural Probabilistic Language Model
2011-08 - Paper - Notes - Natural Language Processing almost from Scratch
2014-10 - Paper - Notes - Semi-Supervised Learning with Deep Generative Models
2015-06 - Paper - Notes - A Hierarchical Neural Autoencoder for Paragraphs and Documents
2015-11 - Paper - Notes - Generating Sentences from a Continuous Space
2016-06 - Paper - Notes - Improved Techniques for Training GANs
2016-06 - Paper - Notes - InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
2016-06 - Paper - Notes - Controlling Politeness in Neural Machine Translation via Side Constraints
2017-02 - Paper - Notes - Improved Variational Autoencoders for Text Modeling using Dilated Convolutions
2017-02 - Paper - Notes - Beam Search Strategies for Neural Machine Translation
2017-04 - Paper - Notes - Learning to Generate Reviews and Discovering Sentiment
2017-05 - Paper - Notes - Style Transfer from Non-Parallel Text by Cross-Alignment
2017-06 - Paper - Notes - InfoVAE: Information Maximizing Variational Autoencoders
2018-01 - Paper - Notes - Sequence to Better Sequence: Continuous Revision of Combinatorial Structures
2017-06 - Paper - Notes - Adversarial Generation of Natural Language
2017-06 - Paper - Notes - Adversarially Regularized Autoencoders
2017-06 - Paper - Notes - Fader Networks: Manipulating Images by Sliding Attributes
2017-07 - Paper - Notes - Toward Controlled Generation of Text
2017-07 - Paper - Notes - Controlling Linguistic Style Aspects in Neural Language Generation
2017-08 - Paper - Notes - Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction
2017-09 - Paper - Notes - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
2017-09 - Paper - Notes - Adversarial Learning for Neural Dialogue Generation
2017-09 - Paper - Notes - Generating Sentences by Editing Prototypes
2017-10 - Paper - Notes - Word Translation Without Parallel Data
2017-10 - Paper - Notes - Unsupervised Machine Translation Using Monolingual Corpora Only
2017-11 - Paper - Notes - Style Transfer in Text: Exploration and Evaluation
2017-11 - Paper - Notes - Wasserstein Auto-Encoders
2017-12 - Paper - Notes - Disentangled Representations for Manipulation of Sentiment in Text
2017-12 - Paper - Notes - Improved Neural Text Attribute Transfer with Non-parallel Data
2017-12 - Paper - Notes - JADE: Joint Autoencoders for Dis-Entanglement
2018-01 - Paper - Notes - Domain Adaptation Meets Disentangled Representation Learning and Style Transfer
2018-01 - Paper - Notes - Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations
2018-04 - Paper - Notes - Style Transfer Through Back-Translation
2018-06 - Paper - Notes - JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features
2018-08 - Paper - Notes - Causal Embeddings for Recommendation