| Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data | Jan 29, 2023 | Out of Distribution (OOD) DetectionRelation | CodeCode Available | 1 |
| On the functional form of the radial acceleration relation | Jan 11, 2023 | Formregression | CodeCode Available | 1 |
| HyRSM++: Hybrid Relation Guided Temporal Set Matching for Few-shot Action Recognition | Jan 9, 2023 | Action RecognitionFew-Shot action recognition | CodeCode Available | 1 |
| Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning | Jan 8, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Learning Semantic Relationship Among Instances for Image-Text Matching | Jan 1, 2023 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Sequence Generation with Label Augmentation for Relation Extraction | Dec 29, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| Multi-hop Evidence Retrieval for Cross-document Relation Extraction | Dec 21, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? | Dec 21, 2022 | Multi-class ClassificationNatural Language Inference | CodeCode Available | 1 |
| Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment | Dec 20, 2022 | RelationVisual Reasoning | CodeCode Available | 1 |
| Relational Sentence Embedding for Flexible Semantic Matching | Dec 17, 2022 | RelationSemantic Textual Similarity | CodeCode Available | 1 |
| RWEN-TTS: Relation-aware Word Encoding Network for Natural Text-to-Speech Synthesis | Dec 15, 2022 | RelationSpeech Synthesis | CodeCode Available | 1 |
| Relation-Aware Language-Graph Transformer for Question Answering | Dec 2, 2022 | Medical Question AnsweringMedQA | CodeCode Available | 1 |
| SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection | Dec 2, 2022 | Building change detection for remote sensing imagesChange Detection | CodeCode Available | 1 |
| Unbiased Heterogeneous Scene Graph Generation with Relation-aware Message Passing Neural Network | Dec 1, 2022 | Graph GenerationRelation | CodeCode Available | 1 |
| T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction | Nov 30, 2022 | Relation | CodeCode Available | 1 |
| Open Relation and Event Type Discovery with Type Abstraction | Nov 30, 2022 | Event ExtractionRelation | CodeCode Available | 1 |
| Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging | Nov 28, 2022 | graph constructionnamed-entity-recognition | CodeCode Available | 1 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
| RHCO: A Relation-aware Heterogeneous Graph Neural Network with Contrastive Learning for Large-scale Graphs | Nov 20, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | Nov 18, 2022 | graph constructionHyper-Relational Extraction | CodeCode Available | 1 |
| Language Conditioned Spatial Relation Reasoning for 3D Object Grounding | Nov 17, 2022 | ObjectRelation | CodeCode Available | 1 |
| MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction | Nov 14, 2022 | Event Relation ExtractionRelation | CodeCode Available | 1 |
| KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction | Nov 4, 2022 | Fraud DetectionKnowledge Graph Completion | CodeCode Available | 1 |
| Entity-centered Cross-document Relation Extraction | Oct 29, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| DORE: Document Ordered Relation Extraction based on Generative Framework | Oct 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
