| 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 |
| Towards Better Document-level Relation Extraction via Iterative Inference | Nov 26, 2022 | Contrastive LearningDocument-level Relation Extraction | CodeCode Available | 0 |
| PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection | Nov 26, 2022 | Boundary DetectionRelation | —Unverified | 0 |
| Evaluation of the impact of the indiscernibility relation on the fuzzy-rough nearest neighbours algorithm | Nov 25, 2022 | ClassificationMetric Learning | —Unverified | 0 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
| Learning with Silver Standard Data for Zero-shot Relation Extraction | Nov 25, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction | Nov 22, 2022 | Contrastive LearningInductive Relation Prediction | —Unverified | 0 |
| RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs | Nov 21, 2022 | Inductive Link PredictionKnowledge Graphs | CodeCode Available | 0 |
| 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 |
| Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis | Nov 20, 2022 | RelationSemantic Segmentation | —Unverified | 0 |
| Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification | Nov 19, 2022 | DiversityMulti Label Text Classification | —Unverified | 0 |
| Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure | Nov 19, 2022 | Contrastive LearningGraph Embedding | —Unverified | 0 |
| Knowledge Graph Refinement based on Triplet BERT-Networks | Nov 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| 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 |
| Interclass Prototype Relation for Few-Shot Segmentation | Nov 16, 2022 | Few-Shot Semantic SegmentationRelation | —Unverified | 0 |
| AlignVE: Visual Entailment Recognition Based on Alignment Relations | Nov 16, 2022 | Question AnsweringRelation | —Unverified | 0 |
| 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 |
| On Analyzing the Role of Image for Visual-enhanced Relation Extraction | Nov 14, 2022 | graph constructionRelation | CodeCode Available | 0 |
| Unimodal and Multimodal Representation Training for Relation Extraction | Nov 11, 2022 | document understandingRelation | —Unverified | 0 |
| CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification | Nov 11, 2022 | Classificationcounterfactual | —Unverified | 0 |
| Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling | Nov 10, 2022 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning | Nov 8, 2022 | Contrastive LearningKnowledge Graphs | CodeCode Available | 0 |
| Active Relation Discovery: Towards General and Label-aware Open Relation Extraction | Nov 8, 2022 | Active LearningOutlier Detection | —Unverified | 0 |
| KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction | Nov 4, 2022 | Fraud DetectionKnowledge Graph Completion | CodeCode Available | 1 |
| Query-based Instance Discrimination Network for Relational Triple Extraction | Nov 3, 2022 | Contrastive LearningJoint Entity and Relation Extraction | —Unverified | 0 |
| Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning | Nov 2, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 0 |
| Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction | Nov 2, 2022 | Knowledge GraphsRelation | CodeCode Available | 0 |
| Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence | Nov 2, 2022 | Knowledge GraphsRelation | —Unverified | 0 |
| Towards Relation-centered Pooling and Convolution for Heterogeneous Graph Learning Networks | Oct 31, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 2 |
| Two-Level Temporal Relation Model for Online Video Instance Segmentation | Oct 30, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 |
| Entity-centered Cross-document Relation Extraction | Oct 29, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| The solution set of fuzzy relation equations with addition-min composition | Oct 29, 2022 | Relation | —Unverified | 0 |
| DORE: Document Ordered Relation Extraction based on Generative Framework | Oct 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Better Few-Shot Relation Extraction with Label Prompt Dropout | Oct 25, 2022 | Few-Shot LearningRelation | CodeCode Available | 1 |
| Multilingual Relation Classification via Efficient and Effective Prompting | Oct 25, 2022 | ClassificationRelation | CodeCode Available | 1 |
| Augmenting Task-Oriented Dialogue Systems with Relation Extraction | Oct 24, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation | Oct 24, 2022 | Contrastive LearningQuestion Answering | CodeCode Available | 0 |
| Attention Based Relation Network for Facial Action Units Recognition | Oct 23, 2022 | RelationRelation Network | —Unverified | 0 |
| Span-based joint entity and relation extraction augmented with sequence tagging mechanism | Oct 23, 2022 | Joint Entity and Relation Extractionnamed-entity-recognition | —Unverified | 0 |
| Generative Prompt Tuning for Relation Classification | Oct 22, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem | Oct 21, 2022 | Contrastive LearningMath | CodeCode Available | 2 |
| Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction | Oct 21, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding | Oct 21, 2022 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization | Oct 20, 2022 | Relation | CodeCode Available | 0 |
| Towards Sustainable Self-supervised Learning | Oct 20, 2022 | Object DetectionRelation | CodeCode Available | 1 |
| Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification | Oct 20, 2022 | ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Knowledge-Enhanced Relation Extraction Dataset | Oct 19, 2022 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Image Semantic Relation Generation | Oct 19, 2022 | Image RetrievalImage Segmentation | —Unverified | 0 |
| Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study | Oct 19, 2022 | Data AugmentationRelation | CodeCode Available | 2 |
