| CoKE: Contextualized Knowledge Graph Embedding | Nov 6, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| Fine-grained Contrastive Learning for Relation Extraction | May 25, 2022 | Contrastive LearningDenoising | CodeCode Available | 0 | 5 |
| Collocation Classification with Unsupervised Relation Vectors | Jul 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Experiments with Three Approaches to Recognizing Lexical Entailment | Jan 31, 2014 | General ClassificationLexical Entailment | CodeCode Available | 0 | 5 |
| Few-shot Action Recognition with Permutation-invariant Attention | Jan 12, 2020 | Action RecognitionFew-Shot action recognition | CodeCode Available | 0 | 5 |
| Explainable Representations for Relation Prediction in Knowledge Graphs | Jun 22, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 | 5 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation | Oct 24, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 | 5 |
| Label distributions help implicit discourse relation classification | Oct 1, 2022 | ClassificationImplicit Discourse Relation Classification | CodeCode Available | 0 | 5 |
| Explicit Change Relation Learning for Change Detection in VHR Remote Sensing Images | Nov 14, 2023 | Binary ClassificationChange Detection | CodeCode Available | 0 | 5 |
| Fine-tune Bert for DocRED with Two-step Process | Sep 26, 2019 | Document-level Relation ExtractionLanguage Modeling | CodeCode Available | 0 | 5 |
| Orthogonal Transforms in Neural Networks Amount to Effective Regularization | May 10, 2023 | Efficient Neural NetworkRelation | CodeCode Available | 0 | 5 |
| Effective Attention Modeling for Neural Relation Extraction | Dec 9, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Large Language Models as Interpolated and Extrapolated Event Predictors | Jun 15, 2024 | Knowledge GraphsQuestion Answering | CodeCode Available | 0 | 5 |
| Appearance-and-Relation Networks for Video Classification | Nov 24, 2017 | Action ClassificationAction Recognition | CodeCode Available | 0 | 5 |
| FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction | Mar 4, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| False Positive and Cross-relation Signals in Distant Supervision Data | Nov 14, 2017 | General ClassificationRelation | CodeCode Available | 0 | 5 |
| CARE: Co-Attention Network for Joint Entity and Relation Extraction | Aug 24, 2023 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Learning Entity and Relation Embeddings for Knowledge Graph Completion | Jan 25, 2015 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 0 | 5 |
| Falcon 2.0: An Entity and Relation Linking Tool over Wikidata | Dec 24, 2019 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 0 | 5 |
| EDeR: A Dataset for Exploring Dependency Relations Between Events | Apr 4, 2023 | Event ExtractionInformation Retrieval | CodeCode Available | 0 | 5 |
| Extracting Temporal Event Relation with Syntax-guided Graph Transformer | Apr 19, 2021 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 | 5 |
| Extracting Multi-valued Relations from Language Models | Jul 6, 2023 | Relationslot-filling | CodeCode Available | 0 | 5 |
| EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs | Jan 11, 2018 | Entity LinkingKnowledge Graphs | CodeCode Available | 0 | 5 |
| Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information | Mar 8, 2024 | RelationRelation Classification | CodeCode Available | 0 | 5 |
| Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models | Oct 3, 2023 | AvgDisease Prediction | CodeCode Available | 0 | 5 |
| Exposing ambiguities in a relation-extraction gold standard with crowdsourcing | May 23, 2015 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Exploring the Limitations of Large Language Models in Compositional Relation Reasoning | Mar 5, 2024 | Relation | CodeCode Available | 0 | 5 |
| Exploring the zero-shot limit of FewRel | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP | Feb 11, 2023 | FairnessModel Selection | CodeCode Available | 0 | 5 |
| From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension | Dec 8, 2020 | DenoisingMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction | Jul 1, 2019 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Learning the Network of Graphs for Graph Neural Networks | Oct 8, 2022 | Graph Neural NetworkRelation | CodeCode Available | 0 | 5 |
| Improving Visual Relation Detection using Depth Maps | May 2, 2019 | ObjectRelation | CodeCode Available | 0 | 5 |
| MixRED: A Mix-lingual Relation Extraction Dataset | Mar 23, 2024 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Dynamic Multi-View Fusion Mechanism For Chinese Relation Extraction | Mar 9, 2023 | RelationRelation Extraction | —Unverified | 0 | 0 |
| Dynamic Interactive Relation Capturing via Scene Graph Learning for Robotic Surgical Report Generation | Jun 5, 2023 | Graph LearningRelation | —Unverified | 0 | 0 |
| Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring? | Sep 9, 2018 | RelationSentence | —Unverified | 0 | 0 |
| A Physics-Informed Deep Learning Paradigm for Traffic State and Fundamental Diagram Estimation | Jun 6, 2021 | RelationState Estimation | —Unverified | 0 | 0 |
| Dynamic Graph Learning With Content-Guided Spatial-Frequency Relation Reasoning for Deepfake Detection | Jan 1, 2023 | DeepFake DetectionFace Generation | —Unverified | 0 | 0 |
| Dynamic Decision Process Modeling and Relation-line Handling in Distributed Cooperative Modeling System | Mar 1, 2014 | Decision MakingRelation | —Unverified | 0 | 0 |
| Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning | Oct 31, 2023 | Multi-Task LearningRelation | —Unverified | 0 | 0 |
| DUT-BIM at MEDIQA 2019: Utilizing Transformer Network and Medical Domain-Specific Contextualized Representations for Question Answering | Aug 1, 2019 | Question AnsweringRelation | —Unverified | 0 | 0 |
| Can Large Language Models perform Relation-based Argument Mining? | Feb 17, 2024 | Argument MiningRelation | —Unverified | 0 | 0 |
| Agent-Centric Relation Graph for Object Visual Navigation | Nov 29, 2021 | ObjectRelation | —Unverified | 0 | 0 |
| Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition | Jan 13, 2024 | HallucinationNovel Concepts | —Unverified | 0 | 0 |
| Dual Semantic Knowledge Composed Multimodal Dialog Systems | May 17, 2023 | AttributeRelation | —Unverified | 0 | 0 |
| CANDiS: Coupled & Attention-Driven Neural Distant Supervision | Oct 26, 2017 | RelationRelation Extraction | —Unverified | 0 | 0 |
| Dual ResGCN for Balanced Scene GraphGeneration | Nov 9, 2020 | Graph GenerationRelation | —Unverified | 0 | 0 |