Representation Learning

Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift NAACL 2018 Kernelized Subspace Pooling for Deep Local Descriptors CVPR 2018 Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor JMLR 2018 Keyphrase Generation with Correlation Constraints EMNLP 2018 Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks ACL 2018 Knowledge Base Question Answering via Encoding of Complex Query Graphs EMNLP 2018 Knowledge Distillation for Sequence Model Interspeech 2018 Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018 Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018 Knowledge Representation with Conceptual Spaces COLING 2018 Know Who Your Friends Are: Understanding Social Connections from Unstructured Text NAACL 2018 Label Embedding Based on Multi-Scale Locality Preservation IJCAI 2018 Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings EMNLP 2018 Language Informed Modeling of Code-Switched Text ACL 2018 Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis EMNLP 2018 Large-Scale Distance Metric Learning With Uncertainty CVPR 2018 Latent Space Policies for Hierarchical Reinforcement Learning ICML 2018 Layer Trajectory LSTM Interspeech 2018 Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation NeurIPS 2018 LDMNet: Low Dimensional Manifold Regularized Neural Networks CVPR 2018 LDR at SemEval-2018 Task 3: A Low Dimensional Text Representation for Irony Detection SemEval 2018 Learning a Complete Image Indexing Pipeline CVPR 2018 Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR 2018 Learning Adversarially Fair and Transferable Representations ICML 2018 Learning a latent manifold of odor representations from neural responses in piriform cortex NeurIPS 2018