| Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction | Oct 1, 2022 | ClassificationDenoising | CodeCode Available | 0 | 5 |
| Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs | Jun 26, 2025 | Contrastive LearningRelation | CodeCode Available | 0 | 5 |
| CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information | Feb 1, 2019 | ClusteringFeature Engineering | CodeCode Available | 0 | 5 |
| Few-Shot Knowledge Graph Completion | Nov 26, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 | 5 |
| Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech | May 2, 2024 | Financial Relation Extractionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| RAGFormer: Learning Semantic Attributes and Topological Structure for Fraud Detection | Feb 27, 2024 | Fraud DetectionRelation | CodeCode Available | 0 | 5 |
| FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction | Mar 4, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP | Feb 11, 2023 | FairnessModel Selection | CodeCode Available | 0 | 5 |
