| Generating Diverse Training Samples for Relation Extraction with Large Language Models | May 29, 2025 | DiversityIn-Context Learning | —Unverified | 0 |
| Towards a More Generalized Approach in Open Relation Extraction | May 28, 2025 | ClusteringRelation | CodeCode Available | 0 |
| On the Relation between Rectified Flows and Optimal Transport | May 26, 2025 | Relation | —Unverified | 0 |
| From Data to Modeling: Fully Open-vocabulary Scene Graph Generation | May 26, 2025 | Graph GenerationKnowledge Distillation | —Unverified | 0 |
| Waveform for Next Generation Communication Systems: Comparing Zak-OTFS with OFDM | May 20, 2025 | Relation | —Unverified | 0 |
| Towards Rehearsal-Free Continual Relation Extraction: Capturing Within-Task Variance with Adaptive Prompting | May 20, 2025 | Continual Relation ExtractionMixture-of-Experts | CodeCode Available | 0 |
| Bias Fitting to Mitigate Length Bias of Reward Model in RLHF | May 19, 2025 | Relation | —Unverified | 0 |
| Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training | May 18, 2025 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 |
| Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method | May 17, 2025 | Argument MiningRelation | —Unverified | 0 |
| Relation-Aware Graph Foundation Model | May 17, 2025 | Data AugmentationGraph Learning | —Unverified | 0 |
| GraphOracle: A Foundation Model for Knowledge Graph Reasoning | May 16, 2025 | Knowledge GraphsRelation | —Unverified | 0 |
| Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets | May 16, 2025 | BenchmarkingKnowledge Graphs | —Unverified | 0 |
| MIRAGE: A Multi-modal Benchmark for Spatial Perception, Reasoning, and Intelligence | May 15, 2025 | AttributeObject | —Unverified | 0 |
| Image-Text Relation Prediction for Multilingual Tweets | May 8, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction | May 8, 2025 | Aspect Sentiment Triplet ExtractionRelation | —Unverified | 0 |
| Soft Reasoning Paths for Knowledge Graph Completion | May 6, 2025 | Knowledge Graph CompletionRelation | —Unverified | 0 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 |
| Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction | May 1, 2025 | Hyperparameter OptimizationKnowledge Graphs | CodeCode Available | 0 |
| Numerical Representation of Preferences over Random Availability Functions | Apr 26, 2025 | Relation | —Unverified | 0 |
| Relation-R1: Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relational Comprehension | Apr 20, 2025 | Graph GenerationReinforcement Learning (RL) | —Unverified | 0 |
| Generalized Visual Relation Detection with Diffusion Models | Apr 16, 2025 | Graph GenerationHuman-Object Interaction Detection | —Unverified | 0 |
| On Linear Representations and Pretraining Data Frequency in Language Models | Apr 16, 2025 | 2kIn-Context Learning | —Unverified | 0 |
| Relation-Rich Visual Document Generator for Visual Information Extraction | Apr 14, 2025 | Diversitydocument understanding | CodeCode Available | 0 |
| A convergence law for continuous logic and continuous structures with finite domains | Apr 11, 2025 | Relation | —Unverified | 0 |
| QIRL: Boosting Visual Question Answering via Optimized Question-Image Relation Learning | Apr 4, 2025 | Data AugmentationImage Generation | —Unverified | 0 |
| The quasi-semantic competence of LLMs: a case study on the part-whole relation | Apr 3, 2025 | counterfactualRelation | —Unverified | 0 |
| Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering | Apr 2, 2025 | ClusteringGraph Similarity | —Unverified | 0 |
| DRAN: A Distribution and Relation Adaptive Network for Spatio-temporal Forecasting | Apr 2, 2025 | RelationSpatio-Temporal Forecasting | —Unverified | 0 |
| Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion | Apr 1, 2025 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation | Mar 31, 2025 | counterfactualData Augmentation | —Unverified | 0 |
| Convolutional Neural Networks Can (Meta-)Learn the Same-Different Relation | Mar 29, 2025 | Meta-LearningRelation | —Unverified | 0 |
| Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context | Mar 29, 2025 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Delving Deep into Semantic Relation Distillation | Mar 27, 2025 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Guiding Human-Object Interactions with Rich Geometry and Relations | Mar 26, 2025 | Human-Object Interaction DetectionMotion Generation | —Unverified | 0 |
| Synthetic Data Augmentation for Cross-domain Implicit Discourse Relation Recognition | Mar 26, 2025 | Data AugmentationRelation | —Unverified | 0 |
| Nordic perspective on System Integrity Protection Schemes in relation to capacity allocation | Mar 25, 2025 | Relation | —Unverified | 0 |
| OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad | Mar 24, 2025 | Domain GeneralizationRelation | CodeCode Available | 0 |
| Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach | Mar 23, 2025 | DiagnosticRelation | —Unverified | 0 |
| Relation Extraction with Instance-Adapted Predicate Descriptions | Mar 22, 2025 | DecoderQuestion Answering | CodeCode Available | 0 |
| COMM:Concentrated Margin Maximization for Robust Document-Level Relation Extraction | Mar 18, 2025 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Edit Transfer: Learning Image Editing via Vision In-Context Relations | Mar 17, 2025 | In-Context LearningRelation | —Unverified | 0 |
| Investigating and Improving Counter-Stereotypical Action Relation in Text-to-Image Diffusion Models | Mar 13, 2025 | Relation | —Unverified | 0 |
| Kalman Filter in the Problem of the Exchange and the Inflation Rates Adequacy To Determining Factors | Mar 13, 2025 | Relation | —Unverified | 0 |
| Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set | Mar 13, 2025 | RelationRelation Classification | CodeCode Available | 0 |
| OpenVidVRD: Open-Vocabulary Video Visual Relation Detection via Prompt-Driven Semantic Space Alignment | Mar 12, 2025 | Prompt LearningRelation | —Unverified | 0 |
| Fluctuation-response relations and response-response relations for membrane voltage and spike train of stochastic integrate-and-fire neurons | Mar 10, 2025 | Relation | —Unverified | 0 |
| DreamRelation: Relation-Centric Video Customization | Mar 10, 2025 | RelationTriplet | —Unverified | 0 |
| An Empirical Study of Causal Relation Extraction Transfer: Design and Data | Mar 8, 2025 | Data AugmentationRelation | —Unverified | 0 |
| Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition | Mar 7, 2025 | Clinical Knowledgenamed-entity-recognition | —Unverified | 0 |
| Value of Information in Social Learning | Mar 6, 2025 | Relation | —Unverified | 0 |