| SMART: Relation-Aware Learning of Geometric Representations for Knowledge Graphs | Jul 17, 2025 | Graph EmbeddingGraph Representation Learning | —Unverified | 0 |
| DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations | Jul 8, 2025 | In-Context LearningJoint Entity and Relation Extraction | —Unverified | 0 |
| SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning | Jul 8, 2025 | DenoisingGraph Generation | —Unverified | 0 |
| CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations | Jun 26, 2025 | Graph GenerationRelation | —Unverified | 0 |
| Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs | Jun 26, 2025 | Contrastive LearningRelation | CodeCode Available | 0 |
| Multiple Streams of Relation Extraction: Enriching and Recalling in Transformers | Jun 25, 2025 | RelationRelation Extraction | —Unverified | 0 |
| Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation | Jun 25, 2025 | Knowledge DistillationRelation | —Unverified | 0 |
| Chaining Event Spans for Temporal Relation Grounding | Jun 17, 2025 | Reading ComprehensionRelation | CodeCode Available | 0 |
| Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation | Jun 16, 2025 | In-Context LearningRelation | —Unverified | 0 |
| MERIT: A Merchant Incentive Ranking Model for Hotel Search & Ranking | Jun 10, 2025 | Relation | —Unverified | 0 |
| Summarization for Generative Relation Extraction in the Microbiome Domain | Jun 10, 2025 | RelationRelation Extraction | —Unverified | 0 |
| Conservative Bias in Large Language Models: Measuring Relation Predictions | Jun 9, 2025 | HallucinationRelation | —Unverified | 0 |
| A MISMATCHED Benchmark for Scientific Natural Language Inference | Jun 5, 2025 | ArticlesNatural Language Inference | CodeCode Available | 0 |
| MonkeyOCR: Document Parsing with a Structure-Recognition-Relation Triplet Paradigm | Jun 5, 2025 | GPURelation | CodeCode Available | 9 |
| Comparative Analysis of AI Agent Architectures for Entity Relationship Classification | Jun 3, 2025 | AI AgentRelation | CodeCode Available | 0 |
| CREFT: Sequential Multi-Agent LLM for Character Relation Extraction | May 30, 2025 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| 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 |
| Can Multimodal Large Language Models Understand Spatial Relations? | May 25, 2025 | Relation | CodeCode Available | 1 |
| Towards Rehearsal-Free Continual Relation Extraction: Capturing Within-Task Variance with Adaptive Prompting | May 20, 2025 | Continual Relation ExtractionMixture-of-Experts | CodeCode Available | 0 |
| Waveform for Next Generation Communication Systems: Comparing Zak-OTFS with OFDM | May 20, 2025 | Relation | —Unverified | 0 |
| Bias Fitting to Mitigate Length Bias of Reward Model in RLHF | May 19, 2025 | Relation | —Unverified | 0 |
| Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE | May 18, 2025 | In-Context LearningRelation | CodeCode Available | 1 |
