| Benchingmaking Large Langage Models in Biomedical Triple Extraction | Oct 27, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks | Oct 26, 2023 | Joint Entity and Relation ExtractionNER | CodeCode Available | 1 |
| Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction | Oct 25, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction | Oct 24, 2023 | Document-level Relation ExtractionMeta-Learning | CodeCode Available | 1 |
| Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models | Oct 17, 2023 | Document-level Relation ExtractionFew-Shot Learning | CodeCode Available | 1 |
| Relation-aware Ensemble Learning for Knowledge Graph Embedding | Oct 13, 2023 | Ensemble LearningGraph Embedding | CodeCode Available | 1 |
| Improving Large Language Models in Event Relation Logical Prediction | Oct 13, 2023 | counterfactualEvent Relation Extraction | CodeCode Available | 1 |
| Rationale-Enhanced Language Models are Better Continual Relation Learners | Oct 10, 2023 | Continual Relation ExtractionRelation | CodeCode Available | 1 |
| Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction | Oct 8, 2023 | Event-based N-ary Relaiton ExtractionHypergraph-based N-ary Relaiton Extraction | CodeCode Available | 1 |
| Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection | Oct 6, 2023 | Fraud DetectionGraph Attention | CodeCode Available | 1 |
| KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation | Sep 26, 2023 | DiversityKnowledge Graph Completion | CodeCode Available | 1 |
| PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration | Sep 25, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization | Sep 21, 2023 | Evolutionary AlgorithmsRelation | CodeCode Available | 1 |
| Redundancy-Free Self-Supervised Relational Learning for Graph Clustering | Sep 9, 2023 | AttributeClustering | CodeCode Available | 1 |
| Multi-Relational Contrastive Learning for Recommendation | Sep 3, 2023 | Contrastive LearningRecommendation Systems | CodeCode Available | 1 |
| HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks | Aug 28, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Exploring Large Language Models for Knowledge Graph Completion | Aug 26, 2023 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Vision Relation Transformer for Unbiased Scene Graph Generation | Aug 18, 2023 | DecoderGraph Generation | CodeCode Available | 1 |
| RLIPv2: Fast Scaling of Relational Language-Image Pre-training | Aug 18, 2023 | Graph GenerationHuman-Object Interaction Detection | CodeCode Available | 1 |
| Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition | Aug 17, 2023 | Incremental Learningnamed-entity-recognition | CodeCode Available | 1 |
| Linearity of Relation Decoding in Transformer Language Models | Aug 17, 2023 | Relation | CodeCode Available | 1 |
| SR-HGN: semantic- and relation-aware heterogeneous graph neural network | Aug 15, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Compositional Feature Augmentation for Unbiased Scene Graph Generation | Aug 13, 2023 | DiversityGraph Generation | CodeCode Available | 1 |
| HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion | Aug 12, 2023 | AttributeKnowledge Graph Completion | CodeCode Available | 1 |
| Joint-Relation Transformer for Multi-Person Motion Prediction | Aug 9, 2023 | motion predictionPrediction | CodeCode Available | 1 |
| Heterogeneous Forgetting Compensation for Class-Incremental Learning | Aug 7, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation | Aug 1, 2023 | Image HarmonizationRelation | CodeCode Available | 1 |
| CLIP-KD: An Empirical Study of CLIP Model Distillation | Jul 24, 2023 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 1 |
| Class-relation Knowledge Distillation for Novel Class Discovery | Jul 18, 2023 | Knowledge DistillationNovel Class Discovery | CodeCode Available | 1 |
| Pair then Relation: Pair-Net for Panoptic Scene Graph Generation | Jul 17, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 |
| FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Jul 13, 2023 | Earth ObservationRelation | CodeCode Available | 1 |
| TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation | Jun 26, 2023 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 |
| Relation-Aware Diffusion Model for Controllable Poster Layout Generation | Jun 15, 2023 | Layout GenerationRelation | CodeCode Available | 1 |
| FinRED: A Dataset for Relation Extraction in Financial Domain | Jun 6, 2023 | Financial Relation ExtractionRelation | CodeCode Available | 1 |
| Task Relation-aware Continual User Representation Learning | Jun 1, 2023 | Continual LearningRelation | CodeCode Available | 1 |
| InGram: Inductive Knowledge Graph Embedding via Relation Graphs | May 31, 2023 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring | May 26, 2023 | Automated Essay ScoringRelation | CodeCode Available | 1 |
| To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion | May 23, 2023 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 1 |
| Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document | May 23, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search | May 23, 2023 | Person SearchRelation | CodeCode Available | 1 |
| Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models | May 21, 2023 | Relation | CodeCode Available | 1 |
| Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling | May 19, 2023 | DenoisingRelation | CodeCode Available | 1 |
| Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction | May 18, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction | May 18, 2023 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 |
| Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors | May 18, 2023 | Instruction FollowingQuestion Answering | CodeCode Available | 1 |
| GPFedRec: Graph-guided Personalization for Federated Recommendation | May 13, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction | May 11, 2023 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Improving Continual Relation Extraction by Distinguishing Analogous Semantics | May 11, 2023 | Continual Relation ExtractionKnowledge Distillation | CodeCode Available | 1 |
| Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction | May 9, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
