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Knowledge Graphs

1534 directly classified papers

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Papers

Graph-Structured Trajectory Extraction from Travelogues ACL 2025
Creating Hierarchical Relations in a Multilingual Event-type Ontology ACL 2025
Federated Voxel Scene Graph for Intracranial Hemorrhage WACV 2025
Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025
LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge EMNLP 2025
Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding COLING 2025
TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion COLING 2025
MedEx: Enhancing Medical Question-Answering with First-Order Logic based Reasoning and Knowledge Injection COLING 2025
Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025
Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases NAACL 2025
FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025
NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024
CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024
History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting IJCAI 2024
Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification IJCAI 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024
KG-CoT: Chain-of-Thought Prompting of Large Language Models over Knowledge Graphs for Knowledge-Aware Question Answering IJCAI 2024
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024