| Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration | Feb 5, 2025 | Classifier calibrationDiagnostic | CodeCode Available | 0 |
| Querying Inconsistent Prioritized Data with ORBITS: Algorithms, Implementation, and Experiments | Feb 16, 2022 | Relation | CodeCode Available | 0 |
| Question Answering on Freebase via Relation Extraction and Textual Evidence | Mar 3, 2016 | Question AnsweringRelation | CodeCode Available | 0 |
| ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning | Oct 31, 2018 | Relation | CodeCode Available | 0 |
| Taxonomical hierarchy of canonicalized relations from multiple Knowledge Bases | Sep 13, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| R^3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Oct 20, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| Rˆ3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Nov 1, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning | May 13, 2022 | PredictionRelation | CodeCode Available | 0 |
| EDeR: A Dataset for Exploring Dependency Relations Between Events | Apr 4, 2023 | Event ExtractionInformation Retrieval | CodeCode Available | 0 |
| COMBO: A Complete Benchmark for Open KG Canonicalization | Feb 8, 2023 | Open Knowledge Graph CanonicalizationRelation | CodeCode Available | 0 |
| GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains | Nov 1, 2024 | Discourse ParsingRelation | CodeCode Available | 0 |
| Zero-shot transfer for implicit discourse relation classification | Jul 30, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs | Jan 11, 2018 | Entity LinkingKnowledge Graphs | CodeCode Available | 0 |
| Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction | May 1, 2015 | Machine TranslationNER | CodeCode Available | 0 |
| Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors | Feb 24, 2024 | Contrastive LearningPrompt Learning | CodeCode Available | 0 |
| RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs | Nov 21, 2022 | Inductive Link PredictionKnowledge Graphs | CodeCode Available | 0 |
| Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction | Jun 17, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst | Sep 15, 2022 | A-VB HighEmotion Recognition | CodeCode Available | 0 |
| A Survey of Deep Learning Methods for Relation Extraction | May 10, 2017 | Deep LearningRelation | CodeCode Available | 0 |
| Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction | Jul 1, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Duet: efficient and scalable hybriD neUral rElation undersTanding | Jul 25, 2023 | CPUGPU | CodeCode Available | 0 |
| Collocation Classification with Unsupervised Relation Vectors | Jul 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting | May 1, 2022 | RelationWord Sense Disambiguation | CodeCode Available | 0 |
| From Consensus to Disagreement: Multi-Teacher Distillation for Semi-Supervised Relation Extraction | Dec 2, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation | Nov 24, 2020 | Knowledge Base ConstructionRelation | CodeCode Available | 0 |
| From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension | Dec 8, 2020 | DenoisingMachine Reading Comprehension | CodeCode Available | 0 |
| Word-Level Loss Extensions for Neural Temporal Relation Classification | Aug 7, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Towards Enhancing Relational Rules for Knowledge Graph Link Prediction | Oct 20, 2023 | Graph Neural NetworkInductive Link Prediction | CodeCode Available | 0 |
| Orthogonal Transforms in Neural Networks Amount to Effective Regularization | May 10, 2023 | Efficient Neural NetworkRelation | CodeCode Available | 0 |
| Self-supervised Social Relation Representation for Human Group Detection | Mar 8, 2022 | Relation | CodeCode Available | 0 |
| DSKG: A Deep Sequential Model for Knowledge Graph Completion | Oct 30, 2018 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities | Sep 7, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation | Mar 21, 2024 | Graph GenerationGraph Matching | CodeCode Available | 0 |
| DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking | Oct 9, 2023 | Entity LinkingRelation | CodeCode Available | 0 |
| RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction | Jul 1, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| D-REX: Dialogue Relation Extraction with Explanations | Sep 10, 2021 | Dialog Relation ExtractionRelation | CodeCode Available | 0 |
| RDI-Net: Relational Dynamic Inference Networks | Jan 1, 2021 | Computational EfficiencyRelation | CodeCode Available | 0 |
| FREDA: Flexible Relation Extraction Data Annotation | Apr 14, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| CoKE: Contextualized Knowledge Graph Embedding | Nov 6, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 |
| RE^2: Region-Aware Relation Extraction from Visually Rich Documents | May 24, 2023 | Graph AttentionRelation | CodeCode Available | 0 |
| An Interpretable Reasoning Network for Multi-Relation Question Answering | Jan 15, 2018 | Question AnsweringRelation | CodeCode Available | 0 |
| Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names | Jun 9, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| READ: Improving Relation Extraction from an ADversarial Perspective | Apr 2, 2024 | Adversarial AttackRelation | CodeCode Available | 0 |
| Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network | Nov 8, 2021 | Multi-Task LearningRelation | CodeCode Available | 0 |
| Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types | Feb 2, 2023 | Inductive Link PredictionKnowledge Graph Completion | CodeCode Available | 0 |
| Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction | Apr 3, 2023 | Contrastive LearningDocument-level Relation Extraction | CodeCode Available | 0 |
| Reasoning Structural Relation for Occlusion-Robust Facial Landmark Localization | Dec 19, 2021 | Face AlignmentFace Generation | CodeCode Available | 0 |
| Meta-Information Guided Meta-Learning for Few-Shot Relation Classification | Dec 1, 2020 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition | May 19, 2021 | RelationRelation Classification | CodeCode Available | 0 |
