| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 |
| Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks | Sep 10, 2020 | Dialog Relation ExtractionGraph Attention | CodeCode Available | 1 |
| Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction | Sep 3, 2022 | Contrastive LearningInductive Link Prediction | CodeCode Available | 1 |
| A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction | May 26, 2020 | Knowledge Graph CompletionMultiple Instance Learning | CodeCode Available | 1 |
| DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction | Apr 17, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | Nov 18, 2022 | graph constructionHyper-Relational Extraction | CodeCode Available | 1 |
| Distantly Supervised Relation Extraction in Federated Settings | Aug 12, 2020 | DenoisingFederated Learning | CodeCode Available | 1 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset | Jun 14, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset | Mar 20, 2023 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 |
| Document-Level Relation Extraction with Reconstruction | Dec 21, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | May 4, 2022 | Drug–drug Interaction ExtractionRelation | CodeCode Available | 1 |
| Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED | Apr 17, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Do Syntax Trees Help Pre-trained Transformers Extract Information? | Aug 20, 2020 | Graph Neural Networknamed-entity-recognition | CodeCode Available | 1 |
| Anaphor Assisted Document-Level Relation Extraction | Oct 28, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| 3DRM:Pair-wise relation module for 3D object detection | Feb 20, 2022 | 3D Object DetectionObject | CodeCode Available | 1 |
| Dual Relation Knowledge Distillation for Object Detection | Feb 11, 2023 | Knowledge DistillationModel Compression | CodeCode Available | 1 |
| Duplex Contextual Relation Network for Polyp Segmentation | Mar 11, 2021 | PositionRelation | CodeCode Available | 1 |
| Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation | Jan 19, 2021 | RelationSegmentation | CodeCode Available | 1 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 |
| Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction | Nov 22, 2019 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation | Mar 17, 2022 | Entity EmbeddingsFederated Learning | CodeCode Available | 1 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 |
| Complementary Relation Contrastive Distillation | Mar 29, 2021 | Knowledge DistillationRelation | CodeCode Available | 1 |
