| 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 |
| Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection | Mar 30, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| Denoising Relation Extraction from Document-level Distant Supervision | Nov 8, 2020 | DenoisingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks | Aug 1, 2021 | RelationRelation Classification | CodeCode Available | 1 | 5 |
| Exploring Large Language Models for Knowledge Graph Completion | Aug 26, 2023 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 | 5 |
| KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation | Sep 26, 2023 | DiversityKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Keypoint-Guided Optimal Transport | Mar 23, 2023 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction | May 26, 2020 | Knowledge Graph CompletionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| Dialogue-Based Relation Extraction | Apr 17, 2020 | Dialog Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction | Jan 25, 2021 | Joint Entity and Relation ExtractionReading Comprehension | CodeCode Available | 1 | 5 |
| Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples | Nov 22, 2021 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 | 5 |
| AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies | Oct 21, 2020 | PredictionRelation | CodeCode Available | 1 | 5 |
| A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | Nov 18, 2022 | graph constructionHyper-Relational Extraction | CodeCode Available | 1 | 5 |
| KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents | Oct 17, 2022 | BenchmarkingJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification | Jan 10, 2022 | Fine-Grained Image ClassificationRelation | CodeCode Available | 1 | 5 |
| Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction | Sep 3, 2022 | Contrastive LearningInductive Link Prediction | CodeCode Available | 1 | 5 |
| Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge | Aug 18, 2024 | ArticlesInductive Bias | CodeCode Available | 1 | 5 |
| DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition | May 6, 2023 | Relationtext-classification | CodeCode Available | 1 | 5 |
| Learning from Context or Names? An Empirical Study on Neural Relation Extraction | Oct 5, 2020 | MemorizationRelation | 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 |
| Learning Logic Rules for Document-level Relation Extraction | Nov 9, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Discriminative Reasoning for Document-level Relation Extraction | Jun 3, 2021 | Document-level Relation ExtractionLogical Reasoning | CodeCode Available | 1 | 5 |
| DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction | Apr 17, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | May 4, 2022 | Drug–drug Interaction ExtractionRelation | CodeCode Available | 1 | 5 |
| Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction | Nov 27, 2020 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Distantly Supervised Relation Extraction in Federated Settings | Aug 12, 2020 | DenoisingFederated Learning | CodeCode Available | 1 | 5 |
| Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation | Oct 10, 2022 | Continual Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning | Jan 8, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Learning to Compare: Relation Network for Few-Shot Learning | Nov 16, 2017 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Anaphor Assisted Document-Level Relation Extraction | Oct 28, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 | 5 |
| Bi-Level Attention Graph Neural Networks | Apr 23, 2023 | Graph AttentionRelation | CodeCode Available | 1 | 5 |
| DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset | Mar 20, 2023 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 | 5 |
| Dual Side Deep Context-aware Modulation for Social Recommendation | Mar 16, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation | Mar 21, 2022 | Document-level Relation ExtractionKnowledge Distillation | CodeCode Available | 1 | 5 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks | Mar 3, 2022 | Contrastive LearningImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Downstream Model Design of Pre-trained Language Model for Relation Extraction Task | Apr 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction | Apr 10, 2022 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction | Sep 16, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED | Apr 17, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Better Few-Shot Relation Extraction with Label Prompt Dropout | Oct 25, 2022 | Few-Shot LearningRelation | CodeCode Available | 1 | 5 |
| Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones | Oct 28, 2021 | Ancestor-descendant predictionKnowledge Graph Completion | 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 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Basket Recommendation with Multi-Intent Translation Graph Neural Network | Oct 22, 2020 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
