| SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning | Jul 8, 2025 | DenoisingGraph Generation | —Unverified | 0 |
| Solving Inequality Proofs with Large Language Models | Jun 9, 2025 | Mathematical Problem-SolvingRelation Prediction | CodeCode Available | 1 |
| Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method | May 17, 2025 | Argument MiningRelation | —Unverified | 0 |
| Image-Text Relation Prediction for Multilingual Tweets | May 8, 2025 | Language ModelingLanguage Modelling | —Unverified | 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 |
| UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure Analysis | Mar 20, 2025 | Document Layout AnalysisDocument Summarization | CodeCode Available | 2 |
| 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 |
| Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction | Aug 9, 2024 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 1 |
| MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion | Aug 9, 2024 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models | Jul 15, 2024 | Graph Generationobject-detection | CodeCode Available | 1 |
| 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 |
| REACT: Real-time Efficiency and Accuracy Compromise for Tradeoffs in Scene Graph Generation | May 25, 2024 | Graph GenerationObject | CodeCode Available | 2 |
| 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 |
