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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025
Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025
On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models COLING 2025
Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025
Demystifying the Power of Large Language Models in Graph Generation NAACL 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025
SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025
KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages IJCNLP 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025
Knowledge-Guided Part Segmentation ICCV 2025
Conceptual Diagnostics for Knowledge Graphs and Large Language Models ACL 2025
Chain of Knowledge Graph: Information-Preserving Multi-Document Summarization for Noisy Documents COLING 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval COLING 2025
Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025
A Derivational ChainBank for Modern Standard Arabic COLING 2025
Generating Domain-Specific Knowledge Graphs from Large Language Models ACL 2025
Generative FrameNet: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for LLMs Powered by LLMs COLING 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
Semantic Frame Induction from a Real-World Corpus ACL 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025