| TTM-RE: Memory-Augmented Document-Level Relation Extraction | Jun 9, 2024 | Document-level Relation ExtractionDocument-level RE with incomplete labeling | CodeCode Available | 1 |
| Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation | Jun 7, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Multi-Label Classification for Implicit Discourse Relation Recognition | Jun 6, 2024 | ClassificationMulti-Label Classification | —Unverified | 0 |
| End-to-End Trainable Retrieval-Augmented Generation for Relation Extraction | Jun 6, 2024 | RelationRelation Extraction | —Unverified | 0 |
| Leveraging Predicate and Triplet Learning for Scene Graph Generation | Jun 4, 2024 | Graph GenerationRelation | CodeCode Available | 1 |
| Description Boosting for Zero-Shot Entity and Relation Classification | Jun 4, 2024 | RelationRelation Classification | CodeCode Available | 3 |
| Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion | Jun 3, 2024 | Inductive knowledge graph completionKnowledge Graph Completion | —Unverified | 0 |
| Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction | May 31, 2024 | Multi-class ClassificationNatural Language Inference | —Unverified | 0 |
| Reward-based Input Construction for Cross-document Relation Extraction | May 31, 2024 | RelationRelation Extraction | CodeCode Available | 1 |
| Sheaf HyperNetworks for Personalized Federated Learning | May 31, 2024 | Federated LearningMolecular Property Prediction | —Unverified | 0 |
| PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction | May 30, 2024 | Data AugmentationRelation | —Unverified | 0 |
| Relation Modeling and Distillation for Learning with Noisy Labels | May 30, 2024 | Contrastive LearningKnowledge Distillation | —Unverified | 0 |
| CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval | May 29, 2024 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Probing the Information Theoretical Roots of Spatial Dependence Measures | May 28, 2024 | Relation | CodeCode Available | 0 |
| Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models | May 28, 2024 | Node ClassificationRelation | —Unverified | 0 |
| BioBERT-based Deep Learning and Merged ChemProt-DrugProt for Enhanced Biomedical Relation Extraction | May 28, 2024 | DrugProtRelation | —Unverified | 0 |
| Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition | May 28, 2024 | Activity RecognitionGroup Activity Recognition | —Unverified | 0 |
| FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model | May 28, 2024 | RelationTopic Models | CodeCode Available | 2 |
| Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning | May 27, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning | May 27, 2024 | Relation | CodeCode Available | 1 |
| REACT: Real-time Efficiency and Accuracy Compromise for Tradeoffs in Scene Graph Generation | May 25, 2024 | Graph GenerationObject | CodeCode Available | 2 |
| Adapting PromptORE for Modern History: Information Extraction from Hispanic Monarchy Documents of the XVIth Century | May 24, 2024 | Prompt EngineeringRelation | CodeCode Available | 0 |
| Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction | May 24, 2024 | Meta-LearningMolecular Property Prediction | CodeCode Available | 0 |
| Knowledge-Driven Cross-Document Relation Extraction | May 22, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| Anchor and Broadcast: An Efficient Concept Alignment Approach for Evaluation of Semantic Graphs | May 20, 2024 | AMR Graph SimilarityConcept Alignment | CodeCode Available | 0 |
