| A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text | Nov 19, 2017 | Articlesnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector | Aug 6, 2019 | Few-Shot Object DetectionObject | CodeCode Available | 1 | 5 |
| A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes | Apr 13, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Can Brain Signals Reveal Inner Alignment with Human Languages? | Aug 10, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Knowledge-Augmented Language Models for Cause-Effect Relation Classification | Dec 16, 2021 | Cause-Effect Relation ClassificationClassification | CodeCode Available | 1 | 5 |
| FinRED: A Dataset for Relation Extraction in Financial Domain | Jun 6, 2023 | Financial 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 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 | 5 |
| Complementary Relation Contrastive Distillation | Mar 29, 2021 | Knowledge DistillationRelation | 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 |
| Compositional Feature Augmentation for Unbiased Scene Graph Generation | Aug 13, 2023 | DiversityGraph Generation | CodeCode Available | 1 | 5 |
| Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection | Feb 1, 2023 | ObjectRelation | CodeCode Available | 1 | 5 |
| DORE: Document Ordered Relation Extraction based on Generative Framework | Oct 28, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning | Feb 11, 2022 | Image CaptioningRelation | CodeCode Available | 1 | 5 |
| Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction | Jan 24, 2024 | DenoisingRelation | CodeCode Available | 1 | 5 |
| Consistent Representation Learning for Continual Relation Extraction | Mar 5, 2022 | Continual Relation ExtractionContrastive Learning | CodeCode Available | 1 | 5 |
| Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | 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 Simple Approach to Case-Based Reasoning in Knowledge Bases | Jun 25, 2020 | Knowledge GraphsMeta-Learning | CodeCode Available | 1 | 5 |
| Graph-Based Social Relation Reasoning | Jul 15, 2020 | RelationRelational Reasoning | CodeCode Available | 1 | 5 |
| Graph-Based Stock Recommendation by Time-Aware Relational Attention Network | Feb 1, 2022 | RelationStock Prediction | 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 |
| Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation | Mar 7, 2024 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| An Improved Baseline for Sentence-level Relation Extraction | Feb 2, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization | Aug 3, 2022 | ClassificationData Augmentation | 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 |
| CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases | Oct 27, 2016 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| CORE-Text: Improving Scene Text Detection with Contrastive Relational Reasoning | Dec 14, 2021 | RelationRelational Reasoning | CodeCode Available | 1 | 5 |
| Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection | Mar 26, 2024 | RelationRelationship Detection | CodeCode Available | 1 | 5 |
| Cross-modal Causal Relation Alignment for Video Question Grounding | Mar 5, 2025 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
| Heterogeneous Graph Representation Learning with Relation Awareness | May 24, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment | Dec 20, 2022 | RelationVisual Reasoning | CodeCode Available | 1 | 5 |
| HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction | Feb 27, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| CrossRE: A Cross-Domain Dataset for Relation Extraction | Oct 17, 2022 | RelationRelation Classification | CodeCode Available | 1 | 5 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 | 5 |
| High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification | Mar 18, 2020 | Graph MatchingOccluded Person Re-Identification | 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 |
| DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues | Dec 4, 2020 | Dialog Relation ExtractionGeneral Classification | 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 sequence-to-sequence approach for document-level relation extraction | Apr 3, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| DeepDrug: A General Graph-Based Deep Learning Framework for Drug Relation Prediction | Feb 10, 2022 | RelationRelation Prediction | CodeCode Available | 1 | 5 |
| Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable | Oct 26, 2021 | Relation | CodeCode Available | 1 | 5 |
| HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks | Aug 28, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 | 5 |
| Hybrid Relation Guided Set Matching for Few-shot Action Recognition | Apr 28, 2022 | Action RecognitionFew Shot Action Recognition | CodeCode Available | 1 | 5 |
| Distantly Supervised Relation Extraction in Federated Settings | Aug 12, 2020 | DenoisingFederated Learning | 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 |
| Deep Neural Networks for Relation Extraction | Apr 5, 2021 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge | Aug 18, 2024 | ArticlesInductive Bias | CodeCode Available | 1 | 5 |
