| 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 |
