| MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset | May 8, 2023 | Machine TranslationRelation | CodeCode Available | 1 |
| Enhancing Continual Relation Extraction via Classifier Decomposition | May 8, 2023 | Continual Relation ExtractionRelation | CodeCode Available | 1 |
| DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition | May 6, 2023 | Relationtext-classification | CodeCode Available | 1 |
| GPT-RE: In-context Learning for Relation Extraction using Large Language Models | May 3, 2023 | In-Context LearningRelation | CodeCode Available | 1 |
| Improving Knowledge Graph Entity Alignment with Graph Augmentation | Apr 28, 2023 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 |
| Dissecting Recall of Factual Associations in Auto-Regressive Language Models | Apr 28, 2023 | AttributeAttribute Extraction | CodeCode Available | 1 |
| Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification | Apr 28, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| RegHEC: Hand-Eye Calibration via Simultaneous Multi-view Point Clouds Registration of Arbitrary Object | Apr 27, 2023 | Bayesian OptimizationMotion Estimation | CodeCode Available | 1 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | CodeCode Available | 1 |
| Federated Incremental Semantic Segmentation | Apr 10, 2023 | Federated LearningRelation | CodeCode Available | 1 |
| Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding | Apr 9, 2023 | Document Classificationnamed-entity-recognition | CodeCode Available | 1 |
| Generalized Relation Modeling for Transformer Tracking | Mar 29, 2023 | RelationVisual Object Tracking | CodeCode Available | 1 |
| Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning | Mar 26, 2023 | Continual LearningRelation | CodeCode Available | 1 |
| VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud | Mar 25, 2023 | 3D geometry3d scene graph generation | CodeCode Available | 1 |
| PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction | Mar 24, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| Keypoint-Guided Optimal Transport | Mar 23, 2023 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset | Mar 20, 2023 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Robust Preference-Guided Denoising for Graph based Social Recommendation | Mar 15, 2023 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| Prototype-based Embedding Network for Scene Graph Generation | Mar 13, 2023 | Graph GenerationRelation | CodeCode Available | 1 |
| Masked Relation Learning for DeepFake Detection | Feb 27, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction | Feb 17, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Dual Relation Knowledge Distillation for Object Detection | Feb 11, 2023 | Knowledge DistillationModel Compression | CodeCode Available | 1 |
| INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging | Feb 6, 2023 | Graph Representation LearningInductive Learning | CodeCode Available | 1 |
| Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction | Feb 6, 2023 | Data AugmentationGraph Embedding | CodeCode Available | 1 |
| Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection | Feb 1, 2023 | ObjectRelation | CodeCode Available | 1 |
| 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 |
