| ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification | Jun 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction | Jun 8, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| REMOD: Relation Extraction for Modeling Online Discourse | Feb 22, 2021 | Graph EmbeddingMisinformation | CodeCode Available | 0 |
| ReOnto: A Neuro-Symbolic Approach for Biomedical Relation Extraction | Sep 4, 2023 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction | May 2, 2023 | counterfactualRelation | CodeCode Available | 0 |
| Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning | Nov 2, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 0 |
| Incorporating Relation Paths in Neural Relation Extraction | Sep 23, 2016 | RelationRelation Extraction | CodeCode Available | 0 |
| On the Relation between Sensitivity and Accuracy in In-context Learning | Sep 16, 2022 | In-Context LearningRelation | CodeCode Available | 0 |
| Informed Multi-context Entity Alignment | Jan 2, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |
| Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation | Aug 1, 2018 | ArticlesRelation | CodeCode Available | 0 |
| Representation Learning by Learning to Count | Aug 22, 2017 | RelationRepresentation Learning | CodeCode Available | 0 |
| Improving Visual Relation Detection using Depth Maps | May 2, 2019 | ObjectRelation | CodeCode Available | 0 |
| Injecting Logical Background Knowledge into Embeddings for Relation Extraction | May 1, 2015 | RelationRelation Extraction | CodeCode Available | 0 |
| Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs | Dec 1, 2023 | Contrastive LearningDiversity | CodeCode Available | 0 |
| BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction | Aug 16, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| On the Relation between Syntactic Divergence and Zero-Shot Performance | Oct 9, 2021 | Cross-lingual zero-shot dependency parsingDependency Parsing | CodeCode Available | 0 |
| Improving Relation Extraction with Relational Paraphrase Sentences | Dec 1, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking | May 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length | Jul 13, 2018 | Relation | CodeCode Available | 0 |
| Representation Learning with Ordered Relation Paths for Knowledge Graph Completion | Sep 26, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| SRRM: Semantic Region Relation Model for Indoor Scene Recognition | May 15, 2023 | RelationScene Recognition | CodeCode Available | 0 |
| Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction | Jun 1, 2021 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Integrating Local Context and Global Cohesiveness for Open Information Extraction | Apr 26, 2018 | Open Information ExtractionRelation | CodeCode Available | 0 |
| Aligned and oblique dynamics in recurrent neural networks | Jul 14, 2023 | Relation | CodeCode Available | 0 |
| STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction | Sep 3, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| Integrating Relation Constraints with Neural Relation Extractors | Nov 26, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| A Walk-based Model on Entity Graphs for Relation Extraction | Feb 19, 2019 | PositionRelation | CodeCode Available | 0 |
| On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations | Jun 11, 2024 | Document-level Relation ExtractionIn-Context Learning | CodeCode Available | 0 |
| Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction | Oct 21, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
| A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues | Dec 1, 2018 | Discourse ParsingLink Prediction | CodeCode Available | 0 |
| Step by step: a hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning | Jul 19, 2022 | Hierarchical Reinforcement LearningKnowledge Graphs | CodeCode Available | 0 |
| RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information | Dec 11, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Two-Level Temporal Relation Model for Online Video Instance Segmentation | Oct 30, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 |
| Crowdsourcing Semantic Label Propagation in Relation Classification | Sep 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| ResVG: Enhancing Relation and Semantic Understanding in Multiple Instances for Visual Grounding | Aug 29, 2024 | Data AugmentationImage Generation | CodeCode Available | 0 |
| On Understanding the Relation between Expert Annotations of Text Readability and Target Reader Comprehension | Aug 1, 2019 | Question GenerationQuestion-Generation | CodeCode Available | 0 |
| Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource | Jul 1, 2016 | Dialect IdentificationRelation | CodeCode Available | 0 |
| Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder | May 24, 2018 | Dimensionality ReductionKnowledge Base Completion | CodeCode Available | 0 |
| A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling | Jun 26, 2023 | Document-level Relation ExtractionDocument-level RE with incomplete labeling | CodeCode Available | 0 |
| Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion | Oct 24, 2023 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Crowdsourcing Ground Truth for Medical Relation Extraction | Jan 9, 2017 | Medical Relation ExtractionRelation | CodeCode Available | 0 |
| TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles | Oct 26, 2023 | ArticlesRelation | CodeCode Available | 0 |
| Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation | Aug 7, 2023 | Graph GenerationObject | CodeCode Available | 0 |
| How Fragile is Relation Extraction under Entity Replacements? | May 22, 2023 | BenchmarkingCausal Inference | CodeCode Available | 0 |
| Entity-Relation Extraction as Multi-Turn Question Answering | May 14, 2019 | Machine Reading ComprehensionQuestion Answering | CodeCode Available | 0 |
| Two Training Strategies for Improving Relation Extraction over Universal Graph | Feb 12, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Automatic Extraction of Commonsense LocatedNear Knowledge | Nov 11, 2017 | RelationSentence | CodeCode Available | 0 |
| Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data | Nov 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction | Dec 18, 2023 | Entity EmbeddingsLanguage Modeling | CodeCode Available | 0 |
| Investigating Compositional Challenges in Vision-Language Models for Visual Grounding | Jan 1, 2024 | AttributeRelation | CodeCode Available | 0 |