| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | CodeCode Available | 1 |
| NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs | Jun 23, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 1 |
| Structured Sparse R-CNN for Direct Scene Graph Generation | Jun 21, 2021 | graph constructionGraph Generation | CodeCode Available | 1 |
| PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction | Jun 18, 2021 | RelationRelation Prediction | CodeCode Available | 1 |
| Semi-supervised Time Series Classification by Temporal Relation Prediction | Jun 11, 2021 | ClassificationPrediction | CodeCode Available | 1 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction | Jun 1, 2021 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Understanding Mobile GUI: from Pixel-Words to Screen-Sentences | May 25, 2021 | Relation PredictionRetrieval | —Unverified | 0 |
| Segmentation-grounded Scene Graph Generation | Apr 29, 2021 | Graph GenerationMulti-Task Learning | —Unverified | 0 |
| Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction | Apr 25, 2021 | Graph AttentionRelation | —Unverified | 0 |
| Annotating Columns with Pre-trained Language Models | Apr 5, 2021 | Columns Property AnnotationColumn Type Annotation | CodeCode Available | 1 |
| Inductive Relation Prediction by BERT | Mar 12, 2021 | Few-Shot LearningInductive Learning | CodeCode Available | 1 |
| TCN: Table Convolutional Network for Web Table Interpretation | Feb 17, 2021 | Relation PredictionRepresentation Learning | CodeCode Available | 0 |
| LOME: Large Ontology Multilingual Extraction | Jan 28, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Neural Relational Inference with Efficient Message Passing Mechanisms | Jan 23, 2021 | RelationRelation Prediction | CodeCode Available | 1 |
| A shallow neural model for relation prediction | Jan 22, 2021 | Knowledge Graph Completionmodel | CodeCode Available | 0 |
| Video Relation Detection with Trajectory-aware Multi-modal Features | Jan 20, 2021 | Objectobject-detection | —Unverified | 0 |
| GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks | Jan 1, 2021 | Continual LearningKnowledge Graphs | CodeCode Available | 1 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 |
| GDPNet: Refining Latent Multi-View Graph for Relation Extraction | Dec 12, 2020 | Dialog Relation ExtractionDynamic Time Warping | CodeCode Available | 1 |
| PPKE: Knowledge Representation Learning by Path-based Pre-training | Dec 7, 2020 | Link PredictionRelation Prediction | —Unverified | 0 |
| ECHR: Legal Corpus for Argument Mining | Dec 1, 2020 | Argument MiningRelation | —Unverified | 0 |
| Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models | Dec 1, 2020 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Class-agnostic Object Detection | Nov 28, 2020 | BenchmarkingClass-agnostic Object Detection | —Unverified | 0 |
| TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting | Nov 11, 2020 | PredictionRelation | —Unverified | 0 |
