| Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding | Apr 22, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation | Apr 21, 2022 | backdoor defenseKnowledge Distillation | CodeCode Available | 1 |
| Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images | Aug 9, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 |
| Enhancing Continual Relation Extraction via Classifier Decomposition | May 8, 2023 | Continual Relation ExtractionRelation | CodeCode Available | 1 |
| Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization | Sep 21, 2023 | Evolutionary AlgorithmsRelation | CodeCode Available | 1 |
| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Relation-Oriented Clustering Method for Open Relation Extraction | Sep 15, 2021 | ClusteringRelation | CodeCode Available | 1 |
| CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Relational Message Passing for Knowledge Graph Completion | Feb 17, 2020 | Knowledge Graph CompletionRelation | CodeCode Available | 1 |
| Entity, Relation, and Event Extraction with Contextualized Span Representations | Sep 8, 2019 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 |
| DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction | Feb 17, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning | Dec 30, 2020 | Contrastive LearningEntity Typing | CodeCode Available | 1 |
| ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning | Apr 16, 2021 | Machine Reading ComprehensionNatural Language Queries | CodeCode Available | 1 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| SERE: Exploring Feature Self-relation for Self-supervised Transformer | Jun 10, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation | Mar 29, 2022 | Contrastive LearningRelation | CodeCode Available | 1 |
| 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 |
| Exploring Task Difficulty for Few-Shot Relation Extraction | Sep 12, 2021 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| FinRED: A Dataset for Relation Extraction in Financial Domain | Jun 6, 2023 | Financial Relation ExtractionRelation | CodeCode Available | 1 |
| Class-relation Knowledge Distillation for Novel Class Discovery | Jul 18, 2023 | Knowledge DistillationNovel Class Discovery | CodeCode Available | 1 |
| FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework | May 5, 2022 | Language ModellingRelation | CodeCode Available | 1 |
| Federated Incremental Semantic Segmentation | Apr 10, 2023 | Federated LearningRelation | CodeCode Available | 1 |
| Neural-Symbolic Models for Logical Queries on Knowledge Graphs | May 16, 2022 | Complex Query AnsweringGraph Neural Network | CodeCode Available | 1 |
