| 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 |
| An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text | Nov 1, 2020 | Relation PredictionSemantic Parsing | —Unverified | 0 |
| Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases | Nov 1, 2020 | Meta-Learningreinforcement-learning | —Unverified | 0 |
| A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution | Sep 27, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Type-augmented Relation Prediction in Knowledge Graphs | Sep 16, 2020 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| High-throughput relation extraction algorithm development associating knowledge articles and electronic health records | Sep 8, 2020 | ArticlesKnowledge Graphs | —Unverified | 0 |
| Cross-modal Coherence Modeling for Caption Generation | Jul 1, 2020 | Caption Generationcontrollable image captioning | —Unverified | 0 |
| Repr\'esentation vectorielle de paires de verbes pour la pr\'ediction de relations lexicales (Verb-pairs embeddings for discourse relation prediction) | Jun 1, 2020 | Relation Prediction | —Unverified | 0 |
| Clue: Cross-modal Coherence Modeling for Caption Generation | May 2, 2020 | Caption Generationcontrollable image captioning | —Unverified | 0 |
| Rationalizing Medical Relation Prediction from Corpus-level Statistics | May 2, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| AMPERSAND: Argument Mining for PERSuAsive oNline Discussions | Apr 30, 2020 | Argument MiningLanguage Modeling | CodeCode Available | 1 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning | Apr 22, 2020 | Relation Prediction | CodeCode Available | 1 |
| Relation Transformer Network | Apr 13, 2020 | DecoderGraph Generation | CodeCode Available | 1 |
| Evaluating Logical Generalization in Graph Neural Networks | Mar 14, 2020 | Continual LearningDiversity | CodeCode Available | 1 |
| Cascaded Human-Object Interaction Recognition | Mar 9, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Neural Relation Prediction for Simple Question Answering over Knowledge Graph | Feb 18, 2020 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Relational Message Passing for Knowledge Graph Completion | Feb 17, 2020 | Knowledge Graph CompletionRelation | CodeCode Available | 1 |
| A Dataset Independent Set of Baselines for Relation Prediction in Argument Mining | Feb 14, 2020 | Argument MiningPrediction | —Unverified | 0 |
| Uncovering Relations for Marketing Knowledge Representation | Dec 18, 2019 | MarketingRelation | —Unverified | 0 |
| Multimodal Generative Models for Compositional Representation Learning | Dec 11, 2019 | Relation PredictionRepresentation Learning | —Unverified | 0 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL | Nov 1, 2019 | RelationRelation Prediction | —Unverified | 0 |
| Cross-lingual Semantic Specialization via Lexical Relation Induction | Nov 1, 2019 | dialog state trackingLexical Simplification | —Unverified | 0 |
| Relation Prediction for Unseen-Entities Using Entity-Word Graphs | Nov 1, 2019 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Deep Weakly-supervised Anomaly Detection | Oct 30, 2019 | Anomaly DetectionRelation | CodeCode Available | 0 |
