| A Theory of Relation Learning and Cross-domain Generalization | Oct 11, 2019 | BIG-bench Machine LearningDomain Generalization | —Unverified | 0 |
| Rate-Distortion Optimization Guided Autoencoder for Isometric Embedding in Euclidean Latent Space | Oct 10, 2019 | Anomaly DetectionRelation | —Unverified | 0 |
| Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding | Oct 9, 2019 | AttributeGraph Attention | —Unverified | 0 |
| Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 | Oct 8, 2019 | Binary Relation Extractionnamed-entity-recognition | CodeCode Available | 0 |
| Improving Relation Extraction with Knowledge-attention | Oct 7, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph | Oct 4, 2019 | Explanation GenerationInductive logic programming | —Unverified | 0 |
| Learning Relationships for Multi-View 3D Object Recognition | Oct 1, 2019 | 3D Object RecognitionObject | —Unverified | 0 |
| Action Assessment by Joint Relation Graphs | Oct 1, 2019 | Action AssessmentAction Quality Assessment | —Unverified | 0 |
| Relation Parsing Neural Network for Human-Object Interaction Detection | Oct 1, 2019 | Human-Object Interaction DetectionObject | —Unverified | 0 |
| TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction | Oct 1, 2019 | DecoderEntity Embeddings | —Unverified | 0 |
| Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation | Oct 1, 2019 | ObjectRelation | CodeCode Available | 1 |
| Type-aware Convolutional Neural Networks for Slot Filling | Oct 1, 2019 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| The Mittag-Leffler Fitting of the Phillips Curve | Sep 30, 2019 | Relation | —Unverified | 0 |
| OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction | Sep 28, 2019 | Information RetrievalQuestion Answering | CodeCode Available | 2 |
| On a convergence property of a geometrical algorithm for statistical manifolds | Sep 27, 2019 | Relation | —Unverified | 0 |
| Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture | Sep 26, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fine-tune Bert for DocRED with Two-step Process | Sep 26, 2019 | Document-level Relation ExtractionLanguage Modeling | CodeCode Available | 0 |
| Representation Learning with Ordered Relation Paths for Knowledge Graph Completion | Sep 26, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Relation-based Generalized Zero-shot Classification with the Domain Discriminator on the shared representation | Sep 25, 2019 | AttributeGeneralized Zero-Shot Learning | —Unverified | 0 |
| Towards Disentangling Non-Robust and Robust Components in Performance Metric | Sep 25, 2019 | Adversarial RobustnessRelation | —Unverified | 0 |
| On Understanding Knowledge Graph Representation | Sep 25, 2019 | Link PredictionRelation | —Unverified | 0 |
| Interpreting Knowledge Graph Relation Representation from Word Embeddings | Sep 25, 2019 | Link PredictionRelation | —Unverified | 0 |
| Unveiling the relation between herding and liquidity with trader lead-lag networks | Sep 24, 2019 | Relation | —Unverified | 0 |
| Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators | Sep 22, 2019 | Image CaptioningImage-text matching | —Unverified | 0 |
| Deep Structured Neural Network for Event Temporal Relation Extraction | Sep 22, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
