| A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes | Apr 13, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content Retrieval | Sep 20, 2019 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Automatic Relation-aware Graph Network Proliferation | May 31, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 | 5 |
| AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts | Oct 29, 2020 | Natural Language InferenceRelation | CodeCode Available | 1 | 5 |
| ARM3D: Attention-based relation module for indoor 3D object detection | Feb 20, 2022 | 3D Object DetectionGraph Embedding | CodeCode Available | 1 | 5 |
| ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning | Feb 11, 2022 | Image CaptioningRelation | CodeCode Available | 1 | 5 |
| Basket Recommendation with Multi-Intent Translation Graph Neural Network | Oct 22, 2020 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| DORE: Document Ordered Relation Extraction based on Generative Framework | Oct 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Do Syntax Trees Help Pre-trained Transformers Extract Information? | Aug 20, 2020 | Graph Neural Networknamed-entity-recognition | CodeCode Available | 1 | 5 |
| BioRED: A Rich Biomedical Relation Extraction Dataset | Apr 8, 2022 | BenchmarkingBinary Relation Extraction | CodeCode Available | 1 | 5 |
| BORM: Bayesian Object Relation Model for Indoor Scene Recognition | Aug 1, 2021 | ObjectRelation | CodeCode Available | 1 | 5 |
| Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation | Mar 17, 2022 | Graph GenerationPredicate Classification | CodeCode Available | 1 | 5 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | CodeCode Available | 1 | 5 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Bootstrapping Relation Extractors using Syntactic Search by Examples | Feb 9, 2021 | Data AugmentationRelation | CodeCode Available | 1 | 5 |
| Dual Relation Knowledge Distillation for Object Detection | Feb 11, 2023 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| A Frustratingly Easy Approach for Entity and Relation Extraction | Oct 24, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation | Sep 15, 2020 | Action LocalizationRelation | CodeCode Available | 1 | 5 |
| CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval | May 29, 2024 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 | 5 |
| Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation | Jan 19, 2021 | RelationSegmentation | CodeCode Available | 1 | 5 |
| EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching | Oct 31, 2024 | Image GenerationRelation | CodeCode Available | 1 | 5 |
| A General Framework for Information Extraction using Dynamic Span Graphs | Apr 5, 2019 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 1 | 5 |
| On Robustness and Bias Analysis of BERT-based Relation Extraction | Sep 14, 2020 | counterfactualRelation | CodeCode Available | 1 | 5 |
| Can Multimodal Large Language Models Understand Spatial Relations? | May 25, 2025 | Relation | CodeCode Available | 1 | 5 |
| Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? | Dec 21, 2022 | Multi-class ClassificationNatural Language Inference | CodeCode Available | 1 | 5 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Relation-Specific Attention Network for Joint Entity and Relation Extraction | Jul 1, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| ARM-Net: Adaptive Relation Modeling Network for Structured Data | Jul 5, 2021 | AttributeDecision Making | CodeCode Available | 1 | 5 |
| A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction | May 19, 2022 | Contrastive LearningRelation | CodeCode Available | 1 | 5 |
| Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation | Aug 1, 2023 | Image HarmonizationRelation | CodeCode Available | 1 | 5 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction | Apr 17, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | CodeCode Available | 1 | 5 |
| DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding | May 10, 2024 | RelationSpatial Reasoning | CodeCode Available | 1 | 5 |
| A Partition Filter Network for Joint Entity and Relation Extraction | Aug 27, 2021 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding | Apr 9, 2023 | Document Classificationnamed-entity-recognition | CodeCode Available | 1 | 5 |
| CrossRE: A Cross-Domain Dataset for Relation Extraction | Oct 17, 2022 | RelationRelation Classification | CodeCode Available | 1 | 5 |
| DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues | Dec 4, 2020 | Dialog Relation ExtractionGeneral Classification | CodeCode Available | 1 | 5 |
| Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment | Dec 20, 2022 | RelationVisual Reasoning | CodeCode Available | 1 | 5 |
| CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model | Apr 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Cross-modal Causal Relation Alignment for Video Question Grounding | Mar 5, 2025 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
| Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization | Aug 3, 2022 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling | Sep 14, 2021 | Relation | CodeCode Available | 1 | 5 |
| CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring | Oct 13, 2020 | Question AnsweringRelation | CodeCode Available | 1 | 5 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | Feb 11, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction | Oct 24, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases | Oct 27, 2016 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction | Apr 15, 2021 | Dialog Relation ExtractionLanguage Modeling | CodeCode Available | 1 | 5 |
| Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization | Jun 14, 2020 | Action DetectionAction Localization | CodeCode Available | 1 | 5 |
