| Hierarchical Latent Relation Modeling for Collaborative Metric Learning | Jul 26, 2021 | Collaborative FilteringGraph Embedding | CodeCode Available | 0 | 5 |
| Paths to Relation Extraction through Semantic Structure | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| How Good are LLMs at Relation Extraction under Low-Resource Scenario? Comprehensive Evaluation | Jun 17, 2024 | Machine TranslationRelation | CodeCode Available | 0 | 5 |
| Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply Interactions | Feb 8, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition | Jul 12, 2019 | Computational EfficiencyGPU | CodeCode Available | 0 | 5 |
| A MISMATCHED Benchmark for Scientific Natural Language Inference | Jun 5, 2025 | ArticlesNatural Language Inference | CodeCode Available | 0 | 5 |
| Top-Down Framework for Weakly-supervised Grounded Image Captioning | Jun 13, 2023 | Image CaptioningMulti-Label Classification | CodeCode Available | 0 | 5 |
| Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs | May 24, 2021 | DenoisingRelation | CodeCode Available | 0 | 5 |
| Consistent Document-Level Relation Extraction via Counterfactuals | Jul 9, 2024 | counterfactualDocument-level Relation Extraction | CodeCode Available | 0 | 5 |
| Distantly-Supervised Neural Relation Extraction with Side Information using BERT | Apr 29, 2020 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction | Feb 17, 2024 | Few-Shot LearningLanguage Modelling | 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 |
| GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification | Apr 15, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction | Oct 17, 2022 | Implicit RelationsRelation | CodeCode Available | 0 | 5 |
| Graphical Reasoning: LLM-based Semi-Open Relation Extraction | Apr 30, 2024 | In-Context LearningRelation | CodeCode Available | 0 | 5 |
| Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks | Sep 1, 2015 | Feature EngineeringRelation | CodeCode Available | 0 | 5 |
| Graph Neural Networks with Generated Parameters for Relation Extraction | Feb 2, 2019 | RelationRelational Reasoning | CodeCode Available | 0 | 5 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 | 5 |
| GraphNLI: A Graph-based Natural Language Inference Model for Polarity Prediction in Online Debates | Feb 16, 2022 | MisinformationNatural Language Inference | CodeCode Available | 0 | 5 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs | Aug 31, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Prompt-Learning for Cross-Lingual Relation Extraction | Apr 20, 2023 | Prompt LearningRelation | CodeCode Available | 0 | 5 |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | Sep 26, 2018 | NegationRelation | CodeCode Available | 0 | 5 |
| Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction | Mar 25, 2019 | Link PredictionRelation | CodeCode Available | 0 | 5 |
| Adaptive Hinge Balance Loss for Document-Level Relation Extraction | Dec 6, 2023 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 0 | 5 |
| CO-NNECT: A Framework for Revealing Commonsense Knowledge Paths as Explicitations of Implicit Knowledge in Texts | May 7, 2021 | Relation | CodeCode Available | 0 | 5 |
| OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference | Apr 12, 2019 | Open Information ExtractionRelation | CodeCode Available | 0 | 5 |
| Gradient Flow of Energy: A General and Efficient Approach for Entity Alignment Decoding | Jan 23, 2024 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| Concurrent Learning of Semantic Relations | Jul 26, 2018 | Multi-Task LearningRelation | CodeCode Available | 0 | 5 |
| Distributed Weighted Least Squares Estimator Based on ADMM | Nov 5, 2020 | RelationState Estimation | CodeCode Available | 0 | 5 |
| ASPER: Answer Set Programming Enhanced Neural Network Models for Joint Entity-Relation Extraction | May 24, 2023 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| R^3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Oct 20, 2021 | Caption GenerationRelation | CodeCode Available | 0 | 5 |
| GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models | Jun 30, 2023 | ArticlesFinancial Relation Extraction | CodeCode Available | 0 | 5 |
| Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction | Dec 1, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Aspect-Based Relational Sentiment Analysis Using a Stacked Neural Network Architecture | Sep 19, 2017 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Global inference with explicit syntactic and discourse structures for dialogue-level relation extraction | Jul 30, 2022 | Dialog Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| A Sound and Complete Left-Corner Parsing for Minimalist Grammars | Jul 1, 2018 | Relation | CodeCode Available | 0 | 5 |
| GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering | Mar 23, 2023 | Graph EmbeddingGraph Question Answering | CodeCode Available | 0 | 5 |
| Relation Discovery with Out-of-Relation Knowledge Base as Supervision | Apr 19, 2019 | Relation | CodeCode Available | 0 | 5 |
| Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning | Nov 8, 2022 | Contrastive LearningKnowledge Graphs | CodeCode Available | 0 | 5 |
| RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction | Jul 1, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models | Feb 16, 2024 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Global Relation Embedding for Relation Extraction | Apr 19, 2017 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph | Nov 24, 2018 | Knowledge Graphsnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Improving Discourse Relation Projection to Build Discourse Annotated Corpora | Jul 20, 2017 | RelationTranslation | CodeCode Available | 0 | 5 |
| Large Language Models as Interpolated and Extrapolated Event Predictors | Jun 15, 2024 | Knowledge GraphsQuestion Answering | CodeCode Available | 0 | 5 |
| A Linear Constrained Optimization Benchmark For Probabilistic Search Algorithms: The Rotated Klee-Minty Problem | Jul 26, 2018 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains | Nov 1, 2024 | Discourse ParsingRelation | CodeCode Available | 0 | 5 |
| Composing Distributed Representations of Relational Patterns | Jul 23, 2017 | General ClassificationRelation | CodeCode Available | 0 | 5 |
| Adapting PromptORE for Modern History: Information Extraction from Hispanic Monarchy Documents of the XVIth Century | May 24, 2024 | Prompt EngineeringRelation | CodeCode Available | 0 | 5 |
