| Spatio-Temporal Dynamic Inference Network for Group Activity Recognition | Aug 26, 2021 | Activity RecognitionGroup Activity Recognition | CodeCode Available | 1 |
| DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization | Aug 24, 2021 | DiversityGraph Neural Network | CodeCode Available | 1 |
| Open Relation Modeling: Learning to Define Relations between Entities | Aug 20, 2021 | Open Relation ModelingRelation | CodeCode Available | 1 |
| SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles | Aug 20, 2021 | ArticlesEntity Disambiguation | CodeCode Available | 1 |
| Video Relation Detection via Tracklet based Visual Transformer | Aug 19, 2021 | DecoderRelation | CodeCode Available | 1 |
| Target Adaptive Context Aggregation for Video Scene Graph Generation | Aug 18, 2021 | Graph GenerationRelation | CodeCode Available | 1 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 |
| Recurrent Mask Refinement for Few-Shot Medical Image Segmentation | Aug 2, 2021 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| BORM: Bayesian Object Relation Model for Indoor Scene Recognition | Aug 1, 2021 | ObjectRelation | CodeCode Available | 1 |
| Semantic Relation-aware Difference Representation Learning for Change Captioning | Aug 1, 2021 | RelationRepresentation Learning | CodeCode Available | 1 |
| Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks | Aug 1, 2021 | RelationRelation Classification | CodeCode Available | 1 |
| HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Relation Extraction with Type-aware Map Memories of Word Dependencies | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation | Aug 1, 2021 | Relation | CodeCode Available | 1 |
| Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation | Aug 1, 2021 | Data-to-Text GenerationRelation | CodeCode Available | 1 |
| MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction | Aug 1, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| 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 |
| What and When to Look?: Temporal Span Proposal Network for Video Relation Detection | Jul 15, 2021 | RelationVideo Visual Relation Detection | CodeCode Available | 1 |
| Scenes and Surroundings: Scene Graph Generation using Relation Transformer | Jul 12, 2021 | Graph GenerationObject | CodeCode Available | 1 |
| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | CodeCode Available | 1 |
| MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion | Jul 11, 2021 | Information RetrievalKnowledge Graph Completion | CodeCode Available | 1 |
| UniRE: A Unified Label Space for Entity Relation Extraction | Jul 9, 2021 | DecoderRelation | CodeCode Available | 1 |
| 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 |
| 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 |
| NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs | Jun 23, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 1 |
| 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 |
| Proposal Relation Network for Temporal Action Detection | Jun 20, 2021 | Action ClassificationAction Detection | CodeCode Available | 1 |
| Single-Stage Instance Shadow Detection with Bidirectional Relation Learning | Jun 19, 2021 | Instance Shadow DetectionObject | CodeCode Available | 1 |
| PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction | Jun 18, 2021 | RelationRelation Prediction | CodeCode Available | 1 |
| Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching | Jun 16, 2021 | Federated Learningimage-classification | CodeCode Available | 1 |
| Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion | Jun 16, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| From Discourse to Narrative: Knowledge Projection for Event Relation Extraction | Jun 16, 2021 | Event Relation ExtractionKnowledge Graphs | CodeCode Available | 1 |
| Semi-supervised Time Series Classification by Temporal Relation Prediction | Jun 11, 2021 | ClassificationPrediction | CodeCode Available | 1 |
| UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction | Jun 9, 2021 | DiversityRelation | CodeCode Available | 1 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-Identification | Jun 6, 2021 | Person Re-IdentificationRelation | CodeCode Available | 1 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction | Jun 3, 2021 | Document-level Relation ExtractionLogical Reasoning | CodeCode Available | 1 |
| Discriminative Reasoning for Document-level Relation Extraction | Jun 3, 2021 | Document-level Relation ExtractionLogical Reasoning | CodeCode Available | 1 |
| Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction | Jun 3, 2021 | AllDocument-level Relation Extraction | CodeCode Available | 1 |
| Open Hierarchical Relation Extraction | Jun 1, 2021 | ClusteringRelation | CodeCode Available | 1 |
| KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction | Jun 1, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| SciFive: a text-to-text transformer model for biomedical literature | May 28, 2021 | Document ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| Learning Relation Alignment for Calibrated Cross-modal Retrieval | May 28, 2021 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 1 |
| Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference | May 27, 2021 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 |
