| DisSent: Learning Sentence Representations from Explicit Discourse Relations | Jul 1, 2019 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs | Aug 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Knowledge Graph Completion using Structural and Textual Embeddings | Apr 24, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion | Oct 1, 2024 | Hyperparameter OptimizationKnowledge Graph Completion | CodeCode Available | 0 |
| Cycle Representation Learning for Inductive Relation Prediction | Oct 6, 2021 | Graph Representation LearningInductive Relation Prediction | CodeCode Available | 0 |
| TCN: Table Convolutional Network for Web Table Interpretation | Feb 17, 2021 | Relation PredictionRepresentation Learning | CodeCode Available | 0 |
| Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion | Apr 1, 2025 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer | Jan 4, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 |
| Deep Weakly-supervised Anomaly Detection | Oct 30, 2019 | Anomaly DetectionRelation | CodeCode Available | 0 |
| Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining | May 23, 2023 | object-detectionObject Detection | CodeCode Available | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion | Sep 26, 2024 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion | Aug 9, 2024 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Deep Enhanced Representation for Implicit Discourse Relation Recognition | Jul 13, 2018 | Discourse ParsingRelation | CodeCode Available | 0 |
| KG-BERT: BERT for Knowledge Graph Completion | Sep 7, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing | Jun 24, 2024 | PredictionRelation | CodeCode Available | 0 |
| KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model | Nov 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution | Sep 27, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction | Jun 1, 2021 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| CREPE: Learnable Prompting With CLIP Improves Visual Relationship Prediction | Jul 10, 2023 | ObjectPrediction | CodeCode Available | 0 |
| Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers | Apr 1, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 |
| A shallow neural model for relation prediction | Jan 22, 2021 | Knowledge Graph Completionmodel | CodeCode Available | 0 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 |
| PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings | Jan 31, 2025 | Entity EmbeddingsKnowledge Graph Embeddings | CodeCode Available | 0 |
| CogALex 2.0: Impact of Data Quality on Lexical-Semantic Relation Prediction | Dec 14, 2021 | Hypernym DiscoveryRelation | CodeCode Available | 0 |
| Argument Mining with Structured SVMs and RNNs | Apr 23, 2017 | Argument MiningGeneral Classification | CodeCode Available | 0 |
| From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis | Nov 17, 2024 | Graph RegressionHeterogeneous Node Classification | CodeCode Available | 0 |
| Anchoring Path for Inductive Relation Prediction in Knowledge Graphs | Dec 21, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 |
| Fact Discovery from Knowledge Base via Facet Decomposition | Apr 21, 2019 | Knowledge Base CompletionRelation Prediction | CodeCode Available | 0 |
| CARE: Co-Attention Network for Joint Entity and Relation Extraction | Aug 24, 2023 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 0 |
| R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning | May 13, 2022 | PredictionRelation | CodeCode Available | 0 |
| Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational Inference | Sep 7, 2023 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 |
| Explainable Representations for Relation Prediction in Knowledge Graphs | Jun 22, 2023 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| RE^2: Region-Aware Relation Extraction from Visually Rich Documents | May 24, 2023 | Graph AttentionRelation | CodeCode Available | 0 |
| ER: Equivariance Regularizer for Knowledge Graph Completion | Jun 24, 2022 | Knowledge Graph CompletionRelation Prediction | CodeCode Available | 0 |
| TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge Graphs | Feb 26, 2025 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| EntEval: A Holistic Evaluation Benchmark for Entity Representations | Aug 31, 2019 | Entity DisambiguationEntity Typing | CodeCode Available | 0 |
