| Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study | Oct 19, 2022 | Data AugmentationRelation | CodeCode Available | 2 |
| Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation | Oct 18, 2022 | RelationTaxonomy Expansion | —Unverified | 0 |
| HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning | Oct 18, 2022 | Relation | —Unverified | 0 |
| CrossRE: A Cross-Domain Dataset for Relation Extraction | Oct 17, 2022 | RelationRelation Classification | CodeCode Available | 1 |
| Towards Relation Extraction From Speech | Oct 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion | Oct 17, 2022 | Knowledge Graph CompletionRelation | CodeCode Available | 1 |
| Joint Multilingual Knowledge Graph Completion and Alignment | Oct 17, 2022 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction | Oct 17, 2022 | Implicit RelationsRelation | CodeCode Available | 0 |
| KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents | Oct 17, 2022 | BenchmarkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks | Oct 17, 2022 | Data AugmentationRelation | CodeCode Available | 0 |
| RAPS: A Novel Few-Shot Relation Extraction Pipeline with Query-Information Guided Attention and Adaptive Prototype Fusion | Oct 15, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models | Oct 13, 2022 | Knowledge GraphsRelation | CodeCode Available | 0 |
| Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition | Oct 13, 2022 | Multi-Task LearningRelation | CodeCode Available | 0 |
| Few-shot Relational Reasoning via Connection Subgraph Pretraining | Oct 13, 2022 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Explore Contextual Information for 3D Scene Graph Generation | Oct 12, 2022 | 3d scene graph generationGraph Generation | —Unverified | 0 |
| Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation | Oct 10, 2022 | Continual Relation ExtractionRelation | CodeCode Available | 1 |
| Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction | Oct 10, 2022 | counterfactualRelation | —Unverified | 0 |
| Improving Continual Relation Extraction through Prototypical Contrastive Learning | Oct 10, 2022 | Continual Relation ExtractionContrastive Learning | —Unverified | 0 |
| ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction | Oct 8, 2022 | Document-level Relation Extractiongraph construction | —Unverified | 0 |
| Learning the Network of Graphs for Graph Neural Networks | Oct 8, 2022 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| Relational Message Passing for Fully Inductive Knowledge Graph Completion | Oct 8, 2022 | Inductive knowledge graph completionKnowledge Graph Completion | CodeCode Available | 1 |
| Scientific and Technological News Recommendation Based on Knowledge Graph with User Perception | Oct 7, 2022 | Collaborative FilteringNews Recommendation | —Unverified | 0 |
| PS-ARM: An End-to-End Attention-aware Relation Mixer Network for Person Search | Oct 7, 2022 | Human DetectionPerson Search | CodeCode Available | 1 |
| A Relational Triple Extraction Method Based on Feature Reasoning for Technological Patents | Oct 7, 2022 | Relation | —Unverified | 0 |
| Nodal statistics-based equivalence relation for graph collections | Oct 3, 2022 | Functional ConnectivityRelation | —Unverified | 0 |
