Representation Learning

CAPNet: Continuous Approximation Projection for 3D Point Cloud Reconstruction Using 2D Supervision AAAI 2019 Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification EMNLP 2019 Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning MIDL 2019 Categorizing Comparative Sentences ACL 2019 CAUnLP at NLP4IF 2019 Shared Task: Context-Dependent BERT for Sentence-Level Propaganda Detection EMNLP 2019 Causal Discovery with Cascade Nonlinear Additive Noise Model IJCAI 2019 Causal Learning via Manifold Regularization JMLR 2019 Caveats for information bottleneck in deterministic scenarios ICLR 2019 Cell-aware Stacked LSTMs for Modeling Sentences ACML 2019 CensNet: Convolution with Edge-Node Switching in Graph Neural Networks IJCAI 2019 Certifiable Robustness to Graph Perturbations NeurIPS 2019 CFM: Convolutional Factorization Machines for Context-Aware Recommendation IJCAI 2019 Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations ICML 2019 Character Eyes: Seeing Language through Character-Level Taggers ACL 2019 Characterizing the Impact of Geometric Properties of Word Embeddings on Task Performance NAACL 2019 Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019 Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge ACL 2019 Chirality Nets for Human Pose Regression NeurIPS 2019 CiTIUS-COLE at SemEval-2019 Task 5: Combining Linguistic Features to Identify Hate Speech Against Immigrants and Women on Multilingual Tweets SemEval 2019 CLARK at SemEval-2019 Task 3: Exploring the Role of Context to Identify Emotion in a Short Conversation SemEval 2019 Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets AAAI 2019 Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations MIDL 2019 CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP 2019 Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation IJCAI 2019 Code Generation as a Dual Task of Code Summarization NeurIPS 2019