| Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation | Mar 21, 2022 | Document-level Relation ExtractionKnowledge Distillation | CodeCode Available | 1 |
| MetaOnce: A Metaverse Framework Based on Multi-scene Relations and Entity-relation-event Game | Mar 20, 2022 | Relation | —Unverified | 0 |
| Entailment Relation Aware Paraphrase Generation | Mar 20, 2022 | Natural Language InferenceParaphrase Generation | —Unverified | 0 |
| ICTs and Forced Migration: A Critical Discourse Review | Mar 20, 2022 | Relation | —Unverified | 0 |
| Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation | Mar 19, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Relationformer: A Unified Framework for Image-to-Graph Generation | Mar 19, 2022 | Graph GenerationObject | CodeCode Available | 1 |
| Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction | Mar 19, 2022 | MathMath Word Problem Solving | CodeCode Available | 1 |
| BIOS: An Algorithmically Generated Biomedical Knowledge Graph | Mar 18, 2022 | BIG-bench Machine LearningKnowledge Graphs | —Unverified | 0 |
| Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation | Mar 17, 2022 | Entity EmbeddingsFederated Learning | CodeCode Available | 1 |
| Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation | Mar 17, 2022 | Graph GenerationPredicate Classification | CodeCode Available | 1 |
| RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction | Mar 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Weak Augmentation Guided Relational Self-Supervised Learning | Mar 16, 2022 | Contrastive LearningRelation | CodeCode Available | 1 |
| Multimodal Learning on Graphs for Disease Relation Extraction | Mar 16, 2022 | Knowledge GraphsRelation | CodeCode Available | 1 |
| Covariance Recovery for One-Bit Sampled Data With Time-Varying Sampling Thresholds-Part I: Stationary Signals | Mar 16, 2022 | QuantizationRelation | —Unverified | 0 |
| RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion | Mar 15, 2022 | Knowledge Graph CompletionLink Prediction | —Unverified | 0 |
| Conquering Ghosts: Relation Learning for Information Reliability Representation and End-to-End Robust Navigation | Mar 14, 2022 | RelationRobot Navigation | —Unverified | 0 |
| Neural Theorem Provers Delineating Search Area Using RNN | Mar 14, 2022 | Computational EfficiencyKnowledge Graphs | —Unverified | 0 |
| Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning | Mar 13, 2022 | Face AlignmentRelation | CodeCode Available | 1 |
| Transition Relation Aware Self-Attention for Session-based Recommendation | Mar 12, 2022 | RelationSession-Based Recommendations | —Unverified | 0 |
| Cross-lingual Inference with A Chinese Entailment Graph | Mar 11, 2022 | Entity TypingQuestion Answering | CodeCode Available | 0 |
| OneRel:Joint Entity and Relation Extraction with One Module in One Step | Mar 10, 2022 | graph constructionJoint Entity and Relation Extraction | —Unverified | 0 |
| AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities | Mar 10, 2022 | Joint Entity and Relation ExtractionMath | CodeCode Available | 0 |
| MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes | Mar 10, 2022 | 3D dense captioningDense Captioning | CodeCode Available | 1 |
| Triangular Character Animation Sampling with Motion, Emotion, and Relation | Mar 9, 2022 | Relation | —Unverified | 0 |
| Self-supervised Social Relation Representation for Human Group Detection | Mar 8, 2022 | Relation | CodeCode Available | 0 |
| A Survey of Implicit Discourse Relation Recognition | Mar 6, 2022 | Machine TranslationRelation | —Unverified | 0 |
| Consistent Representation Learning for Continual Relation Extraction | Mar 5, 2022 | Continual Relation ExtractionContrastive Learning | CodeCode Available | 1 |
| Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation | Mar 4, 2022 | Data AugmentationRelation | CodeCode Available | 1 |
| Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks | Mar 3, 2022 | Contrastive LearningImage-to-Image Translation | CodeCode Available | 1 |
| Personalized Federated Learning With Graph | Mar 2, 2022 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 |
| DisARM: Displacement Aware Relation Module for 3D Detection | Mar 2, 2022 | 3D Object Detectionobject-detection | —Unverified | 0 |
| EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing | Mar 1, 2022 | ClassificationRelation | —Unverified | 0 |
| ACTIVE:Augmentation-Free Graph Contrastive Learning for Partial Multi-View Clustering | Mar 1, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction | Feb 27, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| A Generative Model for Relation Extraction and Classification | Feb 26, 2022 | ClassificationKnowledge Base Population | —Unverified | 0 |
| Relational Surrogate Loss Learning | Feb 26, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Exploratory Methods for Relation Discovery in Archival Data | Feb 23, 2022 | Relation | —Unverified | 0 |
| Structured Multi-task Learning for Molecular Property Prediction | Feb 22, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Relation Regularized Scene Graph Generation | Feb 22, 2022 | Graph ClassificationGraph Generation | —Unverified | 0 |
| Relational Algebra and Calculus with SQL Null Values | Feb 22, 2022 | Relation | —Unverified | 0 |
| Automatically Generating Counterfactuals for Relation Classification | Feb 22, 2022 | ClassificationRelation | —Unverified | 0 |
| CorefDRE: Document-level Relation Extraction with coreference resolution | Feb 22, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| 3DRM:Pair-wise relation module for 3D object detection | Feb 20, 2022 | 3D Object DetectionObject | CodeCode Available | 1 |
| ARM3D: Attention-based relation module for indoor 3D object detection | Feb 20, 2022 | 3D Object DetectionGraph Embedding | CodeCode Available | 1 |
| Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting | Feb 18, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Continuity Postulates and Solvability Axioms in Economic Theory and in Mathematical Psychology: A Consolidation of the Theory of Individual Choice | Feb 17, 2022 | Relation | —Unverified | 0 |
| Query Answering with Transitive and Linear-Ordered Data | Feb 17, 2022 | Relation | —Unverified | 0 |
| GraphNLI: A Graph-based Natural Language Inference Model for Polarity Prediction in Online Debates | Feb 16, 2022 | MisinformationNatural Language Inference | CodeCode Available | 0 |
| Querying Inconsistent Prioritized Data with ORBITS: Algorithms, Implementation, and Experiments | Feb 16, 2022 | Relation | CodeCode Available | 0 |
| HousE: Knowledge Graph Embedding with Householder Parameterization | Feb 16, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
