| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | May 31, 2019 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 | 5 |
| A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text | Nov 19, 2017 | Articlesnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction | Nov 22, 2019 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation | Mar 17, 2022 | Entity EmbeddingsFederated Learning | CodeCode Available | 1 | 5 |
| Automatic Relation-aware Graph Network Proliferation | May 31, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 | 5 |
| A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes | Apr 13, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding | Apr 22, 2021 | AutoMLGraph Embedding | CodeCode Available | 1 | 5 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Can Brain Signals Reveal Inner Alignment with Human Languages? | Aug 10, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation | Apr 21, 2022 | backdoor defenseKnowledge Distillation | CodeCode Available | 1 | 5 |
| From Discourse to Narrative: Knowledge Projection for Event Relation Extraction | Jun 16, 2021 | Event Relation ExtractionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Bootstrapping Relation Extractors using Syntactic Search by Examples | Feb 9, 2021 | Data AugmentationRelation | CodeCode Available | 1 | 5 |
| Open Hierarchical Relation Extraction | Jun 1, 2021 | ClusteringRelation | CodeCode Available | 1 | 5 |
| Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content Retrieval | Sep 20, 2019 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| End-to-end trainable network for degraded license plate detection via vehicle-plate relation mining | Oct 27, 2020 | License Plate DetectionLicense Plate Recognition | CodeCode Available | 1 | 5 |
| Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation | Feb 25, 2020 | Event DetectionRelation | CodeCode Available | 1 | 5 |
| Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images | Aug 9, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 | 5 |
| Packed Levitated Marker for Entity and Relation Extraction | Sep 13, 2021 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 1 | 5 |
| PairRE: Knowledge Graph Embeddings via Paired Relation Vectors | Nov 7, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | Feb 11, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos | Jan 1, 2021 | Audio-visual Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Balanced and Hierarchical Relation Learning for One-Shot Object Detection | Jan 1, 2022 | Metric Learningobject-detection | CodeCode Available | 1 | 5 |
| Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction | May 1, 2022 | Aspect Sentiment Triplet ExtractionRelation | CodeCode Available | 1 | 5 |
| Basket Recommendation with Multi-Intent Translation Graph Neural Network | Oct 22, 2020 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Enhancing Continual Relation Extraction via Classifier Decomposition | May 8, 2023 | Continual Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Enhancing Document-level Relation Extraction by Entity Knowledge Injection | Jul 23, 2022 | Document-level Relation ExtractionKnowledge Graphs | CodeCode Available | 1 | 5 |
| PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis | Dec 9, 2021 | 3D Point Cloud ClassificationKeypoint Estimation | CodeCode Available | 1 | 5 |
| Pre-training to Match for Unified Low-shot Relation Extraction | Mar 23, 2022 | Meta-LearningRelation | CodeCode Available | 1 | 5 |
| ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning | Feb 11, 2022 | Image CaptioningRelation | CodeCode Available | 1 | 5 |
| Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge | Nov 21, 2023 | Large Language ModelMultimodal Deep Learning | CodeCode Available | 1 | 5 |
| Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction | Oct 25, 2023 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction | Mar 24, 2023 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Entity-centered Cross-document Relation Extraction | Oct 29, 2022 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction | Apr 18, 2024 | Joint Entity and Relation ExtractionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Relational Message Passing for Knowledge Graph Completion | Feb 17, 2020 | Knowledge Graph CompletionRelation | CodeCode Available | 1 | 5 |
| Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction | Feb 20, 2021 | 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 |
| PTTR: Relational 3D Point Cloud Object Tracking with Transformer | Dec 6, 2021 | 3D Object TrackingObject | CodeCode Available | 1 | 5 |
| Pynsett: A programmable relation extractor | Jul 4, 2020 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning | Dec 30, 2020 | Contrastive LearningEntity Typing | CodeCode Available | 1 | 5 |
| 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 | 5 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 | 5 |
| ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning | Apr 16, 2021 | Machine Reading ComprehensionNatural Language Queries | CodeCode Available | 1 | 5 |
| BioRED: A Rich Biomedical Relation Extraction Dataset | Apr 8, 2022 | BenchmarkingBinary Relation Extraction | CodeCode Available | 1 | 5 |
| Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Nov 19, 2020 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention | Nov 18, 2023 | Concept AlignmentGraph Generation | CodeCode Available | 1 | 5 |
| BORM: Bayesian Object Relation Model for Indoor Scene Recognition | Aug 1, 2021 | ObjectRelation | CodeCode Available | 1 | 5 |
