| Relation Networks for Object Detection | Nov 30, 2017 | Objectobject-detection | CodeCode Available | 1 |
| A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text | Nov 19, 2017 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Neural Motifs: Scene Graph Parsing with Global Context | Nov 17, 2017 | ObjectPanoptic Scene Graph Generation | CodeCode Available | 1 |
| Learning to Compare: Relation Network for Few-Shot Learning | Nov 16, 2017 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning | Nov 15, 2017 | NavigateReinforcement Learning | CodeCode Available | 1 |
| Indirect Supervision for Relation Extraction using Question-Answer Pairs | Oct 30, 2017 | Question AnsweringRelation | CodeCode Available | 1 |
| The Conditional Analogy GAN: Swapping Fashion Articles on People Images | Sep 14, 2017 | ArticlesGenerative Adversarial Network | CodeCode Available | 1 |
| Zero-Shot Relation Extraction via Reading Comprehension | Jun 13, 2017 | Reading ComprehensionRelation | CodeCode Available | 1 |
| Learning across scales - A multiscale method for Convolution Neural Networks | Mar 6, 2017 | Relation | CodeCode Available | 1 |
| CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases | Oct 27, 2016 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| SMART: Relation-Aware Learning of Geometric Representations for Knowledge Graphs | Jul 17, 2025 | Graph EmbeddingGraph Representation Learning | —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 |
| DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations | Jul 8, 2025 | In-Context LearningJoint Entity and Relation Extraction | —Unverified | 0 |
| Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs | Jun 26, 2025 | Contrastive LearningRelation | CodeCode Available | 0 |
| CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations | Jun 26, 2025 | Graph GenerationRelation | —Unverified | 0 |
| Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation | Jun 25, 2025 | Knowledge DistillationRelation | —Unverified | 0 |
| Multiple Streams of Relation Extraction: Enriching and Recalling in Transformers | Jun 25, 2025 | RelationRelation Extraction | —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 |
| 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 |
