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Knowledge Graphs

1534 directly classified papers

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Papers

Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings ACL 2025
Efficient Document-level Event Relation Extraction NAACL 2025
MOD-KG: MultiOrgan Diagnosis Knowledge Graph IJCNLP 2025
Situational Scene Graph for Structured Human-Centric Situation Understanding WACV 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025
MedEx: Enhancing Medical Question-Answering with First-Order Logic based Reasoning and Knowledge Injection COLING 2025
Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering ACL 2025
Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025
Uncommon Belief in Rationality AAAI 2025
Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification AAAI 2025
Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
GRAG: Graph Retrieval-Augmented Generation NAACL 2025
Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025
Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025
Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025
Media of Langue: Exploring Word Translation Network NAACL 2025
The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025
LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs AAAI 2025