| Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation | Jun 7, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| End-to-End Trainable Retrieval-Augmented Generation for Relation Extraction | Jun 6, 2024 | RelationRelation Extraction | —Unverified | 0 |
| Multi-Label Classification for Implicit Discourse Relation Recognition | Jun 6, 2024 | ClassificationMulti-Label Classification | —Unverified | 0 |
| Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion | Jun 3, 2024 | Inductive knowledge graph completionKnowledge Graph Completion | —Unverified | 0 |
| Sheaf HyperNetworks for Personalized Federated Learning | May 31, 2024 | Federated LearningMolecular Property Prediction | —Unverified | 0 |
| Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction | May 31, 2024 | Multi-class ClassificationNatural Language Inference | —Unverified | 0 |
| Relation Modeling and Distillation for Learning with Noisy Labels | May 30, 2024 | Contrastive LearningKnowledge Distillation | —Unverified | 0 |
| PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction | May 30, 2024 | Data AugmentationRelation | —Unverified | 0 |
| Probing the Information Theoretical Roots of Spatial Dependence Measures | May 28, 2024 | Relation | CodeCode Available | 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 |
| Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models | May 28, 2024 | Node ClassificationRelation | —Unverified | 0 |
| Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction | May 24, 2024 | Meta-LearningMolecular Property Prediction | CodeCode Available | 0 |
| Adapting PromptORE for Modern History: Information Extraction from Hispanic Monarchy Documents of the XVIth Century | May 24, 2024 | Prompt EngineeringRelation | CodeCode Available | 0 |
| Knowledge-Driven Cross-Document Relation Extraction | May 22, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic | May 20, 2024 | Language ModelingLanguage Modelling | 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 |
| DLAFormer: An End-to-End Transformer For Document Layout Analysis | May 20, 2024 | Document Layout AnalysisDocument Summarization | —Unverified | 0 |
| Harnessing Vision-Language Pretrained Models with Temporal-Aware Adaptation for Referring Video Object Segmentation | May 17, 2024 | Referring Expression SegmentationReferring Video Object Segmentation | —Unverified | 0 |
| An Analysis of Sentential Neighbors in Implicit Discourse Relation Prediction | May 16, 2024 | PredictionRelation | —Unverified | 0 |
| Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection | May 16, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery | May 16, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| On the Correspondence of Non-flat Assumption-based Argumentation and Logic Programming with Negation as Failure in the Head | May 15, 2024 | NegationRelation | —Unverified | 0 |
| Assisted Debate Builder with Large Language Models | May 14, 2024 | Argument MiningLanguage Modeling | —Unverified | 0 |
| TacoERE: Cluster-aware Compression for Event Relation Extraction | May 11, 2024 | Event Relation ExtractionRelation | —Unverified | 0 |