| Open Relation and Event Type Discovery with Type Abstraction | Nov 30, 2022 | Event ExtractionRelation | CodeCode Available | 1 |
| Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging | Nov 28, 2022 | graph constructionnamed-entity-recognition | CodeCode Available | 1 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
| RHCO: A Relation-aware Heterogeneous Graph Neural Network with Contrastive Learning for Large-scale Graphs | Nov 20, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | Nov 18, 2022 | graph constructionHyper-Relational Extraction | CodeCode Available | 1 |
| Language Conditioned Spatial Relation Reasoning for 3D Object Grounding | Nov 17, 2022 | ObjectRelation | CodeCode Available | 1 |
| MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction | Nov 14, 2022 | Event Relation ExtractionRelation | CodeCode Available | 1 |
| KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction | Nov 4, 2022 | Fraud DetectionKnowledge Graph Completion | CodeCode Available | 1 |
| Entity-centered Cross-document Relation Extraction | Oct 29, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| DORE: Document Ordered Relation Extraction based on Generative Framework | Oct 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
