Representation Learning

Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020 Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020 LSGCN: Long Short-Term Traffic Prediction with Graph Convolutional Networks IJCAI 2020 LSM: Learning Subspace Minimization for Low-Level Vision CVPR 2020 LSTMs Compose—and Learn—Bottom-Up EMNLP 2020 MAF: Multimodal Alignment Framework for Weakly-Supervised Phrase Grounding EMNLP 2020 Maintaining Quality in FEVER Annotation ACL 2020 MALA: Cross-Domain Dialogue Generation with Action Learning AAAI 2020 Manifold GPLVMs for discovering non-Euclidean latent structure in neural data NeurIPS 2020 Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information COLING 2020 Manifold structure in graph embeddings NeurIPS 2020 MANorm: A Normalization Dictionary for Moroccan Arabic Dialect Written in Latin Script COLING 2020 Mapping Natural Language Instructions to Mobile UI Action Sequences ACL 2020 Mapping natural-language problems to formal-language solutions using structured neural representations ICML 2020 MaskAAE: Latent space optimization for Adversarial Auto-Encoders UAI 2020 Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality COLING 2020 Mathematical Reasoning in Latent Space ICLR 2020 Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula NeurIPS 2020 Matrix Inference and Estimation in Multi-Layer Models NeurIPS 2020 MCUNet: Tiny Deep Learning on IoT Devices NeurIPS 2020 MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning NeurIPS 2020 Measuring and Improving the Use of Graph Information in Graph Neural Networks ICLR 2020 Measuring Forecasting Skill from Text ACL 2020 Measuring Systematic Generalization in Neural Proof Generation with Transformers NeurIPS 2020 Medical Concept Normalization in User-Generated Texts by Learning Target Concept Embeddings EMNLP 2020