| An Improved Baseline for Sentence-level Relation Extraction | Feb 2, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Compositional Feature Augmentation for Unbiased Scene Graph Generation | Aug 13, 2023 | DiversityGraph Generation | CodeCode Available | 1 |
| Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation | Mar 17, 2022 | Graph GenerationPredicate Classification | CodeCode Available | 1 |
| REBEL: Relation Extraction By End-to-end Language generation | Oct 29, 2021 | Entity LinkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Recurrent Mask Refinement for Few-Shot Medical Image Segmentation | Aug 2, 2021 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction | Jan 24, 2024 | DenoisingRelation | CodeCode Available | 1 |
| Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models | Aug 18, 2024 | AttributeHallucination | CodeCode Available | 1 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | CodeCode Available | 1 |
| Reinforcement Learning for Relation Classification from Noisy Data | Aug 24, 2018 | Classificationreinforcement-learning | CodeCode Available | 1 |
| Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D | Dec 3, 2020 | RelationSpatial Relation Recognition | CodeCode Available | 1 |
| Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation | Apr 29, 2019 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| Relational Message Passing for Fully Inductive Knowledge Graph Completion | Oct 8, 2022 | Inductive knowledge graph completionKnowledge Graph Completion | CodeCode Available | 1 |
| Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation | Mar 7, 2024 | Continual LearningContrastive Learning | CodeCode Available | 1 |
| Relation-Aware Diffusion Model for Controllable Poster Layout Generation | Jun 15, 2023 | Layout GenerationRelation | CodeCode Available | 1 |
| Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs | Aug 22, 2019 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations | Nov 1, 2020 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| Relation-Aware Neighborhood Matching Model for Entity Alignment | Dec 15, 2020 | Entity AlignmentKnowledge Graphs | CodeCode Available | 1 |
| Relation-Aware Transformer for Portfolio Policy Learning | Jul 1, 2020 | Deep Reinforcement LearningRelation | CodeCode Available | 1 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 |
| Relation Distillation Networks for Video Object Detection | Aug 26, 2019 | Objectobject-detection | CodeCode Available | 1 |
| BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction | Jan 20, 2020 | Deep LearningRelation | CodeCode Available | 1 |
| BioRED: A Rich Biomedical Relation Extraction Dataset | Apr 8, 2022 | BenchmarkingBinary Relation Extraction | CodeCode Available | 1 |
| Relation-Guided Adversarial Learning for Data-free Knowledge Transfer | Dec 16, 2024 | Data-free Knowledge DistillationData Free Quantization | CodeCode Available | 1 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 |
| A Frustratingly Easy Approach for Entity and Relation Extraction | Oct 24, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| Relation of the Relations: A New Paradigm of the Relation Extraction Problem | Jun 5, 2020 | 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 |
| RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction | Mar 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| ReSSL: Relational Self-Supervised Learning with Weak Augmentation | Jul 20, 2021 | Contrastive LearningRelation | CodeCode Available | 1 |
| Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation | Oct 1, 2019 | ObjectRelation | CodeCode Available | 1 |
| CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval | May 29, 2024 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Revisiting the Negative Data of Distantly Supervised Relation Extraction | May 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Revisiting Unsupervised Relation Extraction | Apr 30, 2020 | Inductive BiasRelation | CodeCode Available | 1 |
| Bootstrapping Relation Extractors using Syntactic Search by Examples | Feb 9, 2021 | Data AugmentationRelation | CodeCode Available | 1 |
| REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | Apr 19, 2024 | Benchmarkingcoreference-resolution | CodeCode Available | 1 |
| BORM: Bayesian Object Relation Model for Indoor Scene Recognition | Aug 1, 2021 | ObjectRelation | CodeCode Available | 1 |
| RKT : Relation-Aware Self-Attention for Knowledge Tracing | Aug 28, 2020 | Knowledge TracingRelation | CodeCode Available | 1 |
| RLIPv2: Fast Scaling of Relational Language-Image Pre-training | Aug 18, 2023 | Graph GenerationHuman-Object Interaction Detection | CodeCode Available | 1 |
| Robust Preference-Guided Denoising for Graph based Social Recommendation | Mar 15, 2023 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER | Feb 5, 2021 | Multi-modal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering | May 24, 2018 | Question AnsweringRelation | CodeCode Available | 1 |
| BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation | Sep 15, 2020 | Action LocalizationRelation | 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 |
| A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling | Sep 14, 2021 | Relation | CodeCode Available | 1 |
| CODER: Knowledge infused cross-lingual medical term embedding for term normalization | Nov 5, 2020 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 |
| A General Framework for Information Extraction using Dynamic Span Graphs | Apr 5, 2019 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 1 |
| SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents | Oct 28, 2024 | ArticlesRelation | CodeCode Available | 1 |
| SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction | Apr 6, 2020 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| Knowledge-Augmented Language Models for Cause-Effect Relation Classification | Dec 16, 2021 | Cause-Effect Relation ClassificationClassification | CodeCode Available | 1 |
