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Knowledge Graphs

1,545 papers

Papers per year

6
157
241
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Papers

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes ACL 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL ACL 2025
Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ACL 2025
A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning ACL 2025
Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025
MuCoS: Efficient Drug–Target Discovery via Multi-Context-Aware Sampling in Knowledge Graphs 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
Creating Hierarchical Relations in a Multilingual Event-type Ontology ACL 2025
Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025
Wikidata-Driven Entity-Aware Translation: Boosting LLMs with External Knowledge ACL 2025
Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025
Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 2025
Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment COLING 2025
TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion COLING 2025
Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding COLING 2025
KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs COLING 2025
MedEx: Enhancing Medical Question-Answering with First-Order Logic based Reasoning and Knowledge Injection COLING 2025
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025