| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 |
| Relation3D : Enhancing Relation Modeling for Point Cloud Instance Segmentation | Jan 1, 2025 | 3D Instance SegmentationContrastive Learning | CodeCode Available | 1 |
| RiTTA: Modeling Event Relations in Text-to-Audio Generation | Dec 20, 2024 | Audio GenerationRelation | CodeCode Available | 1 |
| Relation-Guided Adversarial Learning for Data-free Knowledge Transfer | Dec 16, 2024 | Data-free Knowledge DistillationData Free Quantization | CodeCode Available | 1 |
| PointCFormer: a Relation-based Progressive Feature Extraction Network for Point Cloud Completion | Dec 11, 2024 | 3D Object DetectionPoint Cloud Completion | CodeCode Available | 1 |
| ITER: Iterative Transformer-based Entity Recognition and Relation Extraction | Nov 11, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching | Oct 31, 2024 | Image GenerationRelation | CodeCode Available | 1 |
| SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents | Oct 28, 2024 | ArticlesRelation | CodeCode Available | 1 |
| SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization | Oct 28, 2024 | RelationVisual Social Relationship Recognition | CodeCode Available | 1 |
| Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models | Aug 18, 2024 | AttributeHallucination | CodeCode Available | 1 |
| Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge | Aug 18, 2024 | ArticlesInductive Bias | CodeCode Available | 1 |
| VrdONE: One-stage Video Visual Relation Detection | Aug 18, 2024 | Predicate DetectionRelation | CodeCode Available | 1 |
| Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion | Aug 13, 2024 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction | Aug 9, 2024 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 1 |
| Learning Trimodal Relation for AVQA with Missing Modality | Jul 23, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 |
| OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models | Jul 15, 2024 | Graph Generationobject-detection | CodeCode Available | 1 |
| CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object Segmentation | Jul 8, 2024 | DecoderObject | CodeCode Available | 1 |
| MMRel: A Relation Understanding Benchmark in the MLLM Era | Jun 13, 2024 | DiversityHallucination | CodeCode Available | 1 |
| TTM-RE: Memory-Augmented Document-Level Relation Extraction | Jun 9, 2024 | Document-level Relation ExtractionDocument-level RE with incomplete labeling | CodeCode Available | 1 |
| Leveraging Predicate and Triplet Learning for Scene Graph Generation | Jun 4, 2024 | Graph GenerationRelation | CodeCode Available | 1 |
| Reward-based Input Construction for Cross-document Relation Extraction | May 31, 2024 | RelationRelation Extraction | CodeCode Available | 1 |
| CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval | May 29, 2024 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning | May 27, 2024 | Relation | CodeCode Available | 1 |
| 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 |
| PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning | May 10, 2024 | DecoderGeneralization Bounds | CodeCode Available | 1 |
| DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding | May 10, 2024 | RelationSpatial Reasoning | CodeCode Available | 1 |
| CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model | Apr 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | Apr 19, 2024 | Benchmarkingcoreference-resolution | CodeCode Available | 1 |
| EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction | Apr 18, 2024 | Joint Entity and Relation ExtractionKnowledge Graphs | CodeCode Available | 1 |
| Hierarchical Attention Models for Multi-Relational Graphs | Apr 14, 2024 | Graph AttentionLink Prediction | CodeCode Available | 1 |
| SportsHHI: A Dataset for Human-Human Interaction Detection in Sports Videos | Apr 6, 2024 | Graph GenerationRelation | CodeCode Available | 1 |
| Sequential Recommendation with Latent Relations based on Large Language Model | Mar 27, 2024 | Collaborative FilteringKnowledge Graphs | CodeCode Available | 1 |
| Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection | Mar 26, 2024 | RelationRelationship Detection | CodeCode Available | 1 |
| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation | Mar 7, 2024 | Continual LearningContrastive Learning | CodeCode Available | 1 |
| Adaptive Convolutional Neural Network for Image Super-resolution | Feb 24, 2024 | Image Super-ResolutionRelation | CodeCode Available | 1 |
| Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction | Jan 24, 2024 | DenoisingRelation | CodeCode Available | 1 |
| Graph Relation Distillation for Efficient Biomedical Instance Segmentation | Jan 12, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Enhancing Low-Resource Relation Representations through Multi-View Decoupling | Dec 26, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| Open-Vocabulary Video Relation Extraction | Dec 25, 2023 | Action ClassificationAction Understanding | CodeCode Available | 1 |
| STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models | Dec 14, 2023 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation | Nov 27, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 |
| Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge | Nov 21, 2023 | Large Language ModelMultimodal Deep Learning | CodeCode Available | 1 |
| Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching | Nov 21, 2023 | Drone navigationgeo-localization | CodeCode Available | 1 |
| Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention | Nov 18, 2023 | Concept AlignmentGraph Generation | CodeCode Available | 1 |
| zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models | Nov 15, 2023 | Knowledge GraphsRelation | CodeCode Available | 1 |
| Assessing Knowledge Editing in Language Models via Relation Perspective | Nov 15, 2023 | knowledge editingRelation | CodeCode Available | 1 |
| Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models | Nov 13, 2023 | Document-level Relation ExtractionIn-Context Learning | CodeCode Available | 1 |
| Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition | Nov 1, 2023 | Discourse ParsingLanguage Modelling | CodeCode Available | 1 |
| Anaphor Assisted Document-Level Relation Extraction | Oct 28, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
