| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | May 31, 2019 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Learning to Compare: Relation Network for Few-Shot Learning | Nov 16, 2017 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text | Nov 19, 2017 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Improving Large Language Models in Event Relation Logical Prediction | Oct 13, 2023 | counterfactualEvent Relation Extraction | CodeCode Available | 1 |
| Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! | Sep 22, 2020 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| Automatic Relation-aware Graph Network Proliferation | May 31, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers | Apr 24, 2021 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts | Oct 29, 2020 | Natural Language InferenceRelation | CodeCode Available | 1 |
| Can Brain Signals Reveal Inner Alignment with Human Languages? | Aug 10, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction | Nov 14, 2022 | Event Relation ExtractionRelation | CodeCode Available | 1 |
| Class-relation Knowledge Distillation for Novel Class Discovery | Jul 18, 2023 | Knowledge DistillationNovel Class Discovery | CodeCode Available | 1 |
| MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion | Jul 11, 2021 | Information RetrievalKnowledge Graph Completion | CodeCode Available | 1 |
| Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction | Sep 16, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Cascaded Human-Object Interaction Recognition | Mar 9, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| MORE: A Metric Learning Based Framework for Open-domain Relation Extraction | Jun 1, 2022 | ClusteringMetric Learning | CodeCode Available | 1 |
| MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion | Oct 17, 2022 | Knowledge Graph CompletionRelation | CodeCode Available | 1 |
| MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph | Feb 3, 2020 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction | May 18, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| Multi-hop Evidence Retrieval for Cross-document Relation Extraction | Dec 21, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | Feb 11, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Multilingual Entity and Relation Extraction Dataset and Model | Apr 1, 2021 | Joint Entity and Relation Extractionmodel | CodeCode Available | 1 |
| Balanced and Hierarchical Relation Learning for One-Shot Object Detection | Jan 1, 2022 | Metric Learningobject-detection | CodeCode Available | 1 |
| Bootstrapping Relation Extractors using Syntactic Search by Examples | Feb 9, 2021 | Data AugmentationRelation | CodeCode Available | 1 |
| Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation | Aug 1, 2021 | Relation | CodeCode Available | 1 |
