| Balanced and Hierarchical Relation Learning for One-Shot Object Detection | Jan 1, 2022 | Metric Learningobject-detection | CodeCode Available | 1 |
| Unified Named Entity Recognition as Word-Word Relation Classification | Dec 19, 2021 | Chinese Named Entity RecognitionClassification | CodeCode Available | 1 |
| Knowledge-Augmented Language Models for Cause-Effect Relation Classification | Dec 16, 2021 | Cause-Effect Relation ClassificationClassification | CodeCode Available | 1 |
| Smoothness and effective regularizations in learned embeddings for shape matching | Dec 14, 2021 | Relation | CodeCode Available | 1 |
| CORE-Text: Improving Scene Text Detection with Contrastive Relational Reasoning | Dec 14, 2021 | RelationRelational Reasoning | CodeCode Available | 1 |
| Spatio-temporal Relation Modeling for Few-shot Action Recognition | Dec 9, 2021 | Action RecognitionFew-Shot action recognition | CodeCode Available | 1 |
| PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis | Dec 9, 2021 | 3D Point Cloud ClassificationKeypoint Estimation | CodeCode Available | 1 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 |
| PTTR: Relational 3D Point Cloud Object Tracking with Transformer | Dec 6, 2021 | 3D Object TrackingObject | CodeCode Available | 1 |
| Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples | Nov 22, 2021 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| Poisoning Knowledge Graph Embeddings via Relation Inference Patterns | Nov 11, 2021 | Data PoisoningGraph Embedding | CodeCode Available | 1 |
| Learning Logic Rules for Document-level Relation Extraction | Nov 9, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection | Nov 1, 2021 | RelationSentiment Analysis | CodeCode Available | 1 |
| CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction | Nov 1, 2021 | RelationRelation Classification | CodeCode Available | 1 |
| TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations | Nov 1, 2021 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Towards Realistic Few-Shot Relation Extraction | Nov 1, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models | Nov 1, 2021 | Question AnsweringRelation | CodeCode Available | 1 |
| BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video Retrieval | Oct 29, 2021 | Cross-Modal RetrievalRelation | CodeCode Available | 1 |
| REBEL: Relation Extraction By End-to-end Language generation | Oct 29, 2021 | Entity LinkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones | Oct 28, 2021 | Ancestor-descendant predictionKnowledge Graph Completion | CodeCode Available | 1 |
| Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding | Oct 27, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable | Oct 26, 2021 | Relation | CodeCode Available | 1 |
| Heterogeneous Temporal Graph Neural Network | Oct 26, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction | Oct 24, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems | Oct 15, 2021 | ObjectPerson Re-Identification | CodeCode Available | 1 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Relation-aware Video Reading Comprehension for Temporal Language Grounding | Oct 12, 2021 | Reading ComprehensionRelation | CodeCode Available | 1 |
| Pano-AVQA: Grounded Audio-Visual Question Answering on 360^ Videos | Oct 11, 2021 | Audio-visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Transformer-based Dual Relation Graph for Multi-label Image Recognition | Oct 10, 2021 | Multi-Label ClassificationMulti-Label Image Recognition | CodeCode Available | 1 |
| Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation | Oct 8, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 |
| Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network | Oct 8, 2021 | Recommendation SystemsRelation | CodeCode Available | 1 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 |
| Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types | Sep 30, 2021 | ArticlesJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Deep Structured Instance Graph for Distilling Object Detectors | Sep 27, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction | Sep 24, 2021 | Data AugmentationDocument-level Relation Extraction | CodeCode Available | 1 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| A Relation-Oriented Clustering Method for Open Relation Extraction | Sep 15, 2021 | ClusteringRelation | CodeCode Available | 1 |
| A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling | Sep 14, 2021 | Relation | CodeCode Available | 1 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| Packed Levitated Marker for Entity and Relation Extraction | Sep 13, 2021 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 1 |
| Exploring Task Difficulty for Few-Shot Relation Extraction | Sep 12, 2021 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| Extracting Event Temporal Relations via Hyperbolic Geometry | Sep 12, 2021 | Natural Language UnderstandingRelation | CodeCode Available | 1 |
| Graph Based Network with Contextualized Representations of Turns in Dialogue | Sep 9, 2021 | Dialog Relation ExtractionEmotion Recognition | CodeCode Available | 1 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Knowledge Base Completion Meets Transfer Learning | Aug 30, 2021 | Knowledge Base CompletionRelation | CodeCode Available | 1 |
| A Partition Filter Network for Joint Entity and Relation Extraction | Aug 27, 2021 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Learning Inner-Group Relations on Point Clouds | Aug 27, 2021 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations | Aug 26, 2021 | Aspect-Based Sentiment Analysis (ABSA)Explanation Generation | CodeCode Available | 1 |
