| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Jun 1, 2019 | Reading ComprehensionRelation | —Unverified | 0 |
| Learning Relational Representations by Analogy using Hierarchical Siamese Networks | Jun 1, 2019 | Entity EmbeddingsKnowledge Base Population | —Unverified | 0 |
| Composition of Sentence Embeddings: Lessons from Statistical Relational Learning | Jun 1, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Modeling Document-level Causal Structures for Event Causal Relation Identification | Jun 1, 2019 | RelationSentence | —Unverified | 0 |
| Multilingual Entity, Relation, Event and Human Value Extraction | Jun 1, 2019 | Event ExtractionRelation | —Unverified | 0 |
| Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text | Jun 1, 2019 | Entity LinkingImplicit Relations | CodeCode Available | 0 |
| Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN | Jun 1, 2019 | General ClassificationRelation | —Unverified | 0 |
| Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision | Jun 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction | Jun 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Adaptive Convolution for Multi-Relational Learning | Jun 1, 2019 | Link PredictionRelation | —Unverified | 0 |
| Knowledge Hypergraphs: Prediction Beyond Binary Relations | Jun 1, 2019 | Entity EmbeddingsKnowledge Graph Completion | CodeCode Available | 0 |
| Siamese recurrent networks learn first-order logic reasoning and exhibit zero-shot compositional generalization | Jun 1, 2019 | Relation | —Unverified | 0 |
| Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning | Jun 1, 2019 | Relation | —Unverified | 0 |
| Spatial-Aware Graph Relation Network for Large-Scale Object Detection | Jun 1, 2019 | Objectobject-detection | —Unverified | 0 |
| Characterizing Shadow Price via Lagrangian Multiplier for Nonsmooth Problem | May 31, 2019 | Relation | —Unverified | 0 |
| Deep Dual Relation Modeling for Egocentric Interaction Recognition | May 31, 2019 | Relation | —Unverified | 0 |
| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | May 31, 2019 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Using Neural Networks for Relation Extraction from Biomedical Literature | May 27, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation | May 23, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Enriching Pre-trained Language Model with Entity Information for Relation Classification | May 20, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels | May 17, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Neural Metric Learning for Fast End-to-End Relation Extraction | May 17, 2019 | global-optimizationMetric Learning | —Unverified | 0 |
| One-Shot Texture Retrieval with Global Context Metric | May 16, 2019 | RelationRelation Network | —Unverified | 0 |
| Relation Structure-Aware Heterogeneous Information Network Embedding | May 15, 2019 | ClusteringLink Prediction | —Unverified | 0 |
| Entity-Relation Extraction as Multi-Turn Question Answering | May 14, 2019 | Machine Reading ComprehensionQuestion Answering | CodeCode Available | 0 |
