Representation Learning

Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity NeurIPS 2019 Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table ACL 2019 Neural Text Style Transfer via Denoising and Reranking NAACL 2019 Neural Topic Model with Reinforcement Learning EMNLP 2019 Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia Interspeech 2019 Neural Transition Systems for Modeling Hierarchical Semantic Representations Interspeech 2019 Neural TTS Stylization with Adversarial and Collaborative Games ICLR 2019 Neural Unsupervised Parsing Beyond English EMNLP 2019 Neural Vector Conceptualization for Word Vector Space Interpretation NAACL 2019 Neural Word Decomposition Models for Abusive Language Detection ACL 2019 Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing IJCAI 2019 NeVAE: A Deep Generative Model for Molecular Graphs AAAI 2019 News2vec: News Network Embedding with Subnode Information EMNLP 2019 News Article Teaser Tweets and How to Generate Them NAACL 2019 N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules NeurIPS 2019 Nikolov-Radivchev at SemEval-2019 Task 6: Offensive Tweet Classification with BERT and Ensembles SemEval 2019 NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences CVPR 2019 Noisy Channel for Low Resource Grammatical Error Correction ACL 2019 Nonconvex Low-Rank Tensor Completion from Noisy Data NeurIPS 2019 Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019 Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019 Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning AISTATS 2019 Non-Local Recurrent Neural Memory for Supervised Sequence Modeling ICCV 2019 Non-Parallel Voice Conversion with Cyclic Variational Autoencoder Interspeech 2019 Nonparametric Bayesian Deep Networks with Local Competition ICML 2019