Representation Learning

Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge ACL 2018 Knowledge Base Question Answering via Encoding of Complex Query Graphs EMNLP 2018 Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018 Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis EMNLP 2018 LDMNet: Low Dimensional Manifold Regularized Neural Networks CVPR 2018 Learning a Discriminative Feature Network for Semantic Segmentation CVPR 2018 Learning a Discriminative Prior for Blind Image Deblurring CVPR 2018 Learning Attribute Representations With Localization for Flexible Fashion Search CVPR 2018 Learning-based Composite Metrics for Improved Caption Evaluation ACL 2018 Learning Better Internal Structure of Words for Sequence Labeling EMNLP 2018 Learning Cross-lingual Distributed Logical Representations for Semantic Parsing ACL 2018 Learning Deep Descriptors With Scale-Aware Triplet Networks CVPR 2018 Learning Deep Disentangled Embeddings With the F-Statistic Loss NeurIPS 2018 Learning Diffusion using Hyperparameters ICML 2018 Learning Distributional Token Representations from Visual Features ACL 2018 Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR 2018 Learning Gender-Neutral Word Embeddings EMNLP 2018 Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018 Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR 2018 Learning Neural Representation for CLIR with Adversarial Framework EMNLP 2018 Learning Pose Specific Representations by Predicting Different Views CVPR 2018 Learning Representations for Detecting Abusive Language EMNLP 2018 Learning Semantic Concepts and Order for Image and Sentence Matching CVPR 2018 Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator COLING 2018 Learning semantic similarity in a continuous space NeurIPS 2018