| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Enhancing Continual Relation Extraction via Classifier Decomposition | May 8, 2023 | Continual Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Enhancing Document-level Relation Extraction by Entity Knowledge Injection | Jul 23, 2022 | Document-level Relation ExtractionKnowledge Graphs | CodeCode Available | 1 | 5 |
| PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis | Dec 9, 2021 | 3D Point Cloud ClassificationKeypoint Estimation | CodeCode Available | 1 | 5 |
| Pre-training to Match for Unified Low-shot Relation Extraction | Mar 23, 2022 | Meta-LearningRelation | CodeCode Available | 1 | 5 |
| ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning | Feb 11, 2022 | Image CaptioningRelation | CodeCode Available | 1 | 5 |
| Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge | Nov 21, 2023 | Large Language ModelMultimodal Deep Learning | CodeCode Available | 1 | 5 |
| Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction | Oct 25, 2023 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction | Mar 24, 2023 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Entity-centered Cross-document Relation Extraction | Oct 29, 2022 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction | Apr 18, 2024 | Joint Entity and Relation ExtractionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Relational Message Passing for Knowledge Graph Completion | Feb 17, 2020 | Knowledge Graph CompletionRelation | CodeCode Available | 1 | 5 |
| Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction | Feb 20, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Better Few-Shot Relation Extraction with Label Prompt Dropout | Oct 25, 2022 | Few-Shot LearningRelation | CodeCode Available | 1 | 5 |
| PTTR: Relational 3D Point Cloud Object Tracking with Transformer | Dec 6, 2021 | 3D Object TrackingObject | CodeCode Available | 1 | 5 |
| Pynsett: A programmable relation extractor | Jul 4, 2020 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning | Dec 30, 2020 | Contrastive LearningEntity Typing | CodeCode Available | 1 | 5 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 | 5 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 | 5 |
| ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning | Apr 16, 2021 | Machine Reading ComprehensionNatural Language Queries | CodeCode Available | 1 | 5 |
| BioRED: A Rich Biomedical Relation Extraction Dataset | Apr 8, 2022 | BenchmarkingBinary Relation Extraction | CodeCode Available | 1 | 5 |
| Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Nov 19, 2020 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention | Nov 18, 2023 | Concept AlignmentGraph Generation | CodeCode Available | 1 | 5 |
| BORM: Bayesian Object Relation Model for Indoor Scene Recognition | Aug 1, 2021 | ObjectRelation | CodeCode Available | 1 | 5 |
