Representation Learning

Neural Models for Documents with Metadata ACL 2018 Neural Models for Reasoning over Multiple Mentions Using Coreference NAACL 2018 Neural Motifs: Scene Graph Parsing With Global Context CVPR 2018 Neural Multitask Learning for Simile Recognition EMNLP 2018 Neural Networks Trained to Solve Differential Equations Learn General Representations NeurIPS 2018 Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018 Neural Ranking Models for Temporal Dependency Structure Parsing EMNLP 2018 NeuralREG: An end-to-end approach to referring expression generation ACL 2018 Neural Related Work Summarization with a Joint Context-driven Attention Mechanism EMNLP 2018 Neural Relational Inference for Interacting Systems ICML 2018 Neural Sign Language Translation CVPR 2018 Neural Sparse Topical Coding ACL 2018 Neural Tangent Kernel: Convergence and Generalization in Neural Networks NeurIPS 2018 Neural Tensor Networks with Diagonal Slice Matrices NAACL 2018 Neural Text Generation in Stories Using Entity Representations as Context NAACL 2018 Neural Transition Based Parsing of Web Queries: An Entity Based Approach EMNLP 2018 NeuRec: On Nonlinear Transformation for Personalized Ranking IJCAI 2018 NEUROSENT-PDI at SemEval-2018 Task 7: Discovering Textual Relations With a Neural Network Model SemEval 2018 NILC at CWI 2018: Exploring Feature Engineering and Feature Learning NAACL 2018 NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension SemEval 2018 NLP_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach SemEval 2018 Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018 Non-Adversarial Mapping with VAEs NeurIPS 2018 Non-Convex Matrix Completion Against a Semi-Random Adversary COLT 2018 Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding AISTATS 2018