| 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 |
| Assessing the Difficulty of Classifying ConceptNet Relations in a Multi-Label Classification Setting | May 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Rough Contact in General Rough Mereology | May 12, 2019 | Relation | —Unverified | 0 |
| Social Relation Recognition in Egocentric Photostreams | May 12, 2019 | Relation | —Unverified | 0 |
| Support Relation Analysis for Objects in Multiple View RGB-D Images | May 10, 2019 | ObjectRelation | —Unverified | 0 |
| RelExt: Relation Extraction using Deep Learning approaches for Cybersecurity Knowledge Graph Improvement | May 7, 2019 | RelationRelation Extraction | —Unverified | 0 |
| A reconstruction of the multipreference closure | May 5, 2019 | Relation | —Unverified | 0 |
| A Relation Extraction Approach for Clinical Decision Support | May 3, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Improving Visual Relation Detection using Depth Maps | May 2, 2019 | ObjectRelation | CodeCode Available | 0 |
| Natural Language Semantics With Pictures: Some Language \& Vision Datasets and Potential Uses for Computational Semantics | May 1, 2019 | Relation | —Unverified | 0 |
| Aligning Open IE Relations and KB Relations using a Siamese Network Based on Word Embedding | May 1, 2019 | Knowledge GraphsOpen Information Extraction | —Unverified | 0 |
| Mapping the hyponymy relation of wordnet onto vector Spaces | May 1, 2019 | Relation | —Unverified | 0 |
| Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space | May 1, 2019 | Graph EmbeddingKnowledge Base Completion | —Unverified | 0 |
| RelWalk -- A Latent Variable Model Approach to Knowledge Graph Embedding | May 1, 2019 | Entity EmbeddingsGraph Embedding | —Unverified | 0 |
| Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation | Apr 29, 2019 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction | Apr 29, 2019 | Attributeglobal-optimization | —Unverified | 0 |
| Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding | Apr 26, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Exploring Object Relation in Mean Teacher for Cross-Domain Detection | Apr 25, 2019 | Domain AdaptationRelation | CodeCode Available | 0 |
| Local Relation Networks for Image Recognition | Apr 25, 2019 | General ClassificationImage Classification | CodeCode Available | 0 |
| Spatial-Temporal Relation Networks for Multi-Object Tracking | Apr 25, 2019 | Multi-Object TrackingMultiple Object Tracking | —Unverified | 0 |
| A bag-of-concepts model improves relation extraction in a narrow knowledge domain with limited data | Apr 24, 2019 | Feature EngineeringRelation | —Unverified | 0 |
| Learning Actor Relation Graphs for Group Activity Recognition | Apr 23, 2019 | Action RecognitionActivity Recognition | CodeCode Available | 0 |
| Relation Discovery with Out-of-Relation Knowledge Base as Supervision | Apr 19, 2019 | Relation | CodeCode Available | 0 |
| Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction | Apr 19, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| RepGN:Object Detection with Relational Proposal Graph Network | Apr 18, 2019 | General ClassificationGraph Learning | —Unverified | 0 |
| Relation-Shape Convolutional Neural Network for Point Cloud Analysis | Apr 16, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |