Representation Learning

Mixture Content Selection for Diverse Sequence Generation EMNLP 2019 Mixture Density Generative Adversarial Networks CVPR 2019 Mixture-Kernel Graph Attention Network for Situation Recognition ICCV 2019 MixUp as Locally Linear Out-of-Manifold Regularization AAAI 2019 Mixup Learning Strategies for Text-Independent Speaker Verification Interspeech 2019 MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction IJCAI 2019 MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction IJCAI 2019 Model Comparison for Semantic Grouping ICML 2019 Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models ACL 2019 Modeling both Context- and Speaker-Sensitive Dependence for Emotion Detection in Multi-speaker Conversations IJCAI 2019 Modeling Hierarchical Syntactic Structures in Morphological Processing NAACL 2019 Modeling Local Dependence in Natural Language with Multi-Channel Recurrent Neural Networks AAAI 2019 Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment EMNLP 2019 Modeling Paths for Explainable Knowledge Base Completion ACL 2019 Modeling performance differences on cognitive tests using LSTMs and skip-thought vectors trained on reported media consumption. NAACL 2019 Modeling Personal Biases in Language Use by Inducing Personalized Word Embeddings NAACL 2019 Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders EMNLP 2019 Modeling Semantic Compositionality with Sememe Knowledge ACL 2019 Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables ACL 2019 Modeling the Relationship between User Comments and Edits in Document Revision EMNLP 2019 Modeling Word Emotion in Historical Language: Quantity Beats Supposed Stability in Seed Word Selection NAACL 2019 Modelling Autobiographical Memory Loss across Life Span AAAI 2019 Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians NeurIPS 2019 Model Selection in Bayesian Neural Networks via Horseshoe Priors JMLR 2019 Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective AAAI 2019