| TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge Graphs | Feb 26, 2025 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings | Jan 31, 2025 | Entity EmbeddingsKnowledge Graph Embeddings | CodeCode Available | 0 |
| From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis | Nov 17, 2024 | Graph RegressionHeterogeneous Node Classification | CodeCode Available | 0 |
| CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models | Oct 28, 2024 | ArticlesEntity Alignment | —Unverified | 0 |
| Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion | Oct 1, 2024 | Hyperparameter OptimizationKnowledge Graph Completion | CodeCode Available | 0 |
| MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion | Sep 26, 2024 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering | Sep 24, 2024 | Entity LinkingGraph Question Answering | CodeCode Available | 0 |
| Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences | Sep 15, 2024 | PositionRelation | —Unverified | 0 |
| ViRED: Prediction of Visual Relations in Engineering Drawings | Sep 2, 2024 | Decoderdocument understanding | —Unverified | 0 |
| MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion | Aug 9, 2024 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing | Jul 5, 2024 | Dependency Parsingglobal-optimization | —Unverified | 0 |
| Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing | Jun 24, 2024 | PredictionRelation | CodeCode Available | 0 |
| SRFUND: A Multi-Granularity Hierarchical Structure Reconstruction Benchmark in Form Understanding | Jun 13, 2024 | FormRelation Prediction | —Unverified | 0 |
| DLAFormer: An End-to-End Transformer For Document Layout Analysis | May 20, 2024 | Document Layout AnalysisDocument Summarization | —Unverified | 0 |
| An Analysis of Sentential Neighbors in Implicit Discourse Relation Prediction | May 16, 2024 | PredictionRelation | —Unverified | 0 |
| Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion | May 8, 2024 | Knowledge Graph CompletionMulti-Task Learning | —Unverified | 0 |
| Relations Prediction for Knowledge Graph Completion using Large Language Models | May 4, 2024 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Knowledge Graph Completion using Structural and Textual Embeddings | Apr 24, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection | Mar 28, 2024 | Anomaly DetectionMulti-Label Learning | —Unverified | 0 |
| R3DS: Reality-linked 3D Scenes for Panoramic Scene Understanding | Mar 18, 2024 | ObjectRelation Prediction | —Unverified | 0 |
| Can Transformers Capture Spatial Relations between Objects? | Mar 1, 2024 | RelationRelation Prediction | —Unverified | 0 |
| Few-Shot Relation Extraction with Hybrid Visual Evidence | Mar 1, 2024 | RelationRelation Extraction | —Unverified | 0 |
| UniVIE: A Unified Label Space Approach to Visual Information Extraction from Form-like Documents | Jan 17, 2024 | DecoderForm | —Unverified | 0 |
| Anchoring Path for Inductive Relation Prediction in Knowledge Graphs | Dec 21, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 |
| Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks | Dec 15, 2023 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
