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Knowledge Graphs

1534 directly classified papers

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Papers

Refining Noisy Knowledge Graph with Large Language Models COLING 2025
KGFakeNet: A Knowledge Graph-Enhanced Model for Fake News Detection COLING 2025
mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025
A Derivational ChainBank for Modern Standard Arabic COLING 2025
KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes ACL 2025
Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings ACL 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025
Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025
Harmonizing Divergent Lemmatization and Part-of-Speech Tagging Practices for Latin Participles through the LiLa Knowledge Base ACL 2025
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025
Conceptual Diagnostics for Knowledge Graphs and Large Language Models ACL 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025
Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025
Generating Domain-Specific Knowledge Graphs from Large Language Models ACL 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025