| KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation | Sep 26, 2023 | DiversityKnowledge Graph Completion | 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 |
| DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding | May 10, 2024 | RelationSpatial Reasoning | 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 |
| Learning to Filter: Siamese Relation Network for Robust Tracking | Apr 2, 2021 | Meta-LearningRelation | CodeCode Available | 1 | 5 |
| Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction | Mar 19, 2022 | MathMath Word Problem Solving | 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 |
| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| A Relation-Oriented Clustering Method for Open Relation Extraction | Sep 15, 2021 | ClusteringRelation | CodeCode Available | 1 | 5 |
| CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Deep Neural Networks for Relation Extraction | Apr 5, 2021 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Learning Object Relation Graph and Tentative Policy for Visual Navigation | Jul 21, 2020 | Imitation LearningRelation | CodeCode Available | 1 | 5 |
| Deep Structured Instance Graph for Distilling Object Detectors | Sep 27, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Masked Relation Learning for DeepFake Detection | Feb 27, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection | Mar 30, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion | Jul 11, 2021 | Information RetrievalKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks | Aug 1, 2021 | RelationRelation Classification | CodeCode Available | 1 | 5 |
| Mining Inter-Video Proposal Relations for Video Object Detection | Aug 1, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction | May 18, 2023 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Class-relation Knowledge Distillation for Novel Class Discovery | Jul 18, 2023 | Knowledge DistillationNovel Class Discovery | CodeCode Available | 1 | 5 |
| Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring | May 26, 2023 | Automated Essay ScoringRelation | CodeCode Available | 1 | 5 |
| MORE: A Metric Learning Based Framework for Open-domain Relation Extraction | Jun 1, 2022 | ClusteringMetric Learning | CodeCode Available | 1 | 5 |
| Clinical Relation Extraction Using Transformer-based Models | Jul 19, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization | Jun 14, 2020 | Action DetectionAction Localization | CodeCode Available | 1 | 5 |
| Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference | Dec 16, 2020 | Feature EngineeringMedical Question Answering | CodeCode Available | 1 | 5 |
| CLIP-KD: An Empirical Study of CLIP Model Distillation | Jul 24, 2023 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition | May 6, 2023 | Relationtext-classification | CodeCode Available | 1 | 5 |
| Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction | Sep 3, 2022 | Contrastive LearningInductive Link Prediction | CodeCode Available | 1 | 5 |
| RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction | May 1, 2022 | Relation | CodeCode Available | 1 | 5 |
| Multimodal Learning on Graphs for Disease Relation Extraction | Mar 16, 2022 | Knowledge GraphsRelation | 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 |
| DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction | Apr 17, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| ARM-Net: Adaptive Relation Modeling Network for Structured Data | Jul 5, 2021 | AttributeDecision Making | CodeCode Available | 1 | 5 |
| Informed Multi-context Entity Alignment | Jan 2, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| Injecting Logical Background Knowledge into Embeddings for Relation Extraction | May 1, 2015 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| CANE: Context-Aware Network Embedding for Relation Modeling | Jul 1, 2017 | Community DetectionLink Prediction | CodeCode Available | 0 | 5 |
| Antonym vs Synonym Distinction using InterlaCed Encoder NETworks (ICE-NET) | Jan 18, 2024 | Relation | CodeCode Available | 0 | 5 |
| Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers | Apr 1, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 | 5 |
| Inferring Implicit Relations in Complex Questions with Language Models | Apr 28, 2022 | Implicit RelationsQuestion Answering | CodeCode Available | 0 | 5 |
| Inferring spatial relations from textual descriptions of images | Feb 1, 2021 | Common Sense ReasoningObject | CodeCode Available | 0 | 5 |
| Inducing Temporal Relations from Time Anchor Annotation | Jun 1, 2018 | ArticlesInformativeness | CodeCode Available | 0 | 5 |
| Building a Relation Extraction Baseline for Gene-Disease Associations: A Reproducibility Study | Jul 4, 2022 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks | Jul 8, 2023 | Relation | CodeCode Available | 0 | 5 |
| Improving Visual Relation Detection using Depth Maps | May 2, 2019 | ObjectRelation | CodeCode Available | 0 | 5 |
| Improving Relation Extraction with Relational Paraphrase Sentences | Dec 1, 2020 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs | Dec 1, 2023 | Contrastive LearningDiversity | CodeCode Available | 0 | 5 |
| Incorporating Relation Paths in Neural Relation Extraction | Sep 23, 2016 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| RAPS: A Novel Few-Shot Relation Extraction Pipeline with Query-Information Guided Attention and Adaptive Prototype Fusion | Oct 15, 2022 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
