| ReFormer: The Relational Transformer for Image Captioning | Jul 29, 2021 | Graph GenerationImage Captioning | CodeCode Available | 0 |
| Multi-Scale Feature and Metric Learning for Relation Extraction | Jul 28, 2021 | Metric LearningRelation | —Unverified | 0 |
| Hierarchical Latent Relation Modeling for Collaborative Metric Learning | Jul 26, 2021 | Collaborative FilteringGraph Embedding | CodeCode Available | 0 |
| Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning | Jul 26, 2021 | Inductive Link PredictionKnowledge Graphs | —Unverified | 0 |
| How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction | Jul 26, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Cycled Compositional Learning between Images and Text | Jul 24, 2021 | Relation | —Unverified | 0 |
| Specifying a Game-Theoretic Extensive Form as an Abstract 5-ary Relation | Jul 22, 2021 | FormRelation | —Unverified | 0 |
| CATE: CAusality Tree Extractor from Natural Language Requirements | Jul 21, 2021 | RelationSentence | —Unverified | 0 |
| Improving Sentence-Level Relation Extraction through Curriculum Learning | Jul 20, 2021 | RelationRelation Extraction | —Unverified | 0 |
| ReSSL: Relational Self-Supervised Learning with Weak Augmentation | Jul 20, 2021 | Contrastive LearningRelation | CodeCode Available | 1 |
| Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning | Jul 19, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Clinical Relation Extraction Using Transformer-based Models | Jul 19, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| EIDER: Evidence-enhanced Document-level Relation Extraction | Jul 17, 2021 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Property-Aware Relation Networks for Few-Shot Molecular Property Prediction | Jul 16, 2021 | Drug DiscoveryGraph Learning | —Unverified | 0 |
| What and When to Look?: Temporal Span Proposal Network for Video Relation Detection | Jul 15, 2021 | RelationVideo Visual Relation Detection | CodeCode Available | 1 |
| Multi-Scale Label Relation Learning for Multi-Label Classification Using 1-Dimensional Convolutional Neural Networks | Jul 13, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Scenes and Surroundings: Scene Graph Generation using Relation Transformer | Jul 12, 2021 | Graph GenerationObject | CodeCode Available | 1 |
| MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion | Jul 11, 2021 | Information RetrievalKnowledge Graph Completion | CodeCode Available | 1 |
| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | CodeCode Available | 1 |
| Goal scoring in Premier League with Poisson regression | Jul 10, 2021 | regressionRelation | —Unverified | 0 |
| Action Unit Detection with Joint Adaptive Attention and Graph Relation | Jul 9, 2021 | Action Unit DetectionFace Alignment | —Unverified | 0 |
| UniRE: A Unified Label Space for Entity Relation Extraction | Jul 9, 2021 | DecoderRelation | CodeCode Available | 1 |
| A theoretical look at ordinal classification methods based on reference sets composed of characteristic actions | Jul 9, 2021 | Ordinal ClassificationRelation | —Unverified | 0 |
| Relation-Based Associative Joint Location for Human Pose Estimation in Videos | Jul 8, 2021 | Pose EstimationRelation | CodeCode Available | 0 |
| POSLAN: Disentangling Chat with Positional and Language encoded Post Embeddings | Jul 7, 2021 | Relation | —Unverified | 0 |
| Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification | Jul 7, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| ARM-Net: Adaptive Relation Modeling Network for Structured Data | Jul 5, 2021 | AttributeDecision Making | CodeCode Available | 1 |
| The Last-Iterate Convergence Rate of Optimistic Mirror Descent in Stochastic Variational Inequalities | Jul 5, 2021 | Learning TheoryRelation | —Unverified | 0 |
| Case Relation Transformer: A Crossmodal Language Generation Model for Fetching Instructions | Jul 2, 2021 | RelationSentence | —Unverified | 0 |
| Where Are We in Discourse Relation Recognition? | Jul 1, 2021 | Discourse ParsingImplicit Relations | —Unverified | 0 |
| Hippocampal Spatial Mapping As Fast Graph Learning | Jul 1, 2021 | Graph LearningRelation | —Unverified | 0 |
| Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction | Jul 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Non-Comparative Fairness for Human-Auditing and Its Relation to Traditional Fairness Notions | Jun 29, 2021 | FairnessRelation | —Unverified | 0 |
| A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition | Jun 28, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 |
| Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training | Jun 25, 2021 | Image-text RetrievalQuestion Answering | —Unverified | 0 |
| OKGIT: Open Knowledge Graph Link Prediction with Implicit Types | Jun 24, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 0 |
| NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs | Jun 23, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 1 |
| One-shot to Weakly-Supervised Relation Classification using Language Models | Jun 22, 2021 | RelationRelation Classification | CodeCode Available | 0 |
| Open Temporal Relation Extraction for Question Answering | Jun 22, 2021 | Question AnsweringReading Comprehension | —Unverified | 0 |
| Graph Routing between Capsules | Jun 22, 2021 | Relationtext-classification | —Unverified | 0 |
| SENT: Sentence-level Distant Relation Extraction via Negative Training | Jun 22, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Proposal Relation Network for Temporal Action Detection | Jun 20, 2021 | Action ClassificationAction Detection | CodeCode Available | 1 |
| Improving OCR-Based Image Captioning by Incorporating Geometrical Relationship | Jun 19, 2021 | Image CaptioningOptical Character Recognition (OCR) | —Unverified | 0 |
| Person Re-Identification Using Heterogeneous Local Graph Attention Networks | Jun 19, 2021 | Graph AttentionPerson Re-Identification | —Unverified | 0 |
| Graph-Based High-Order Relation Modeling for Long-Term Action Recognition | Jun 19, 2021 | Action RecognitionLong-video Activity Recognition | —Unverified | 0 |
| DualGraph: A Graph-Based Method for Reasoning About Label Noise | Jun 19, 2021 | Learning with noisy labelsRelation | —Unverified | 0 |
| Video Object Segmentation Using Global and Instance Embedding Learning | Jun 19, 2021 | ObjectRelation | —Unverified | 0 |