| 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 |
| SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization | Oct 28, 2024 | RelationVisual Social Relationship Recognition | 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 |
| 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 |
| Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models | Aug 18, 2024 | AttributeHallucination | 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 |
| DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding | May 10, 2024 | RelationSpatial Reasoning | CodeCode Available | 1 |
