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knowledge graph

1837 papers

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KG

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large language model (13587) question answering (2963) graph neural network (3962) link prediction (624) retrieval-augmented generation (1592) multi-hop reasoning (423) relation extraction (919) information extraction (1090) representation learning (6206) graph embedding (349)

Papers

CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs COLING 2025
MissionGNN: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation WACV 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge WACV 2025
KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise Questions COLING 2025
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025
Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python JMLR 2025
Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs WACV 2025
Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025
Federated Voxel Scene Graph for Intracranial Hemorrhage WACV 2025
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts COLING 2025
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025
KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025
SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025
Language-Guided Audio-Visual Learning for Long-Term Sports Assessment CVPR 2025
KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages IJCNLP 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025
Knowledge Graph and Large Language Model for Metabolomics AAAI 2025
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval COLING 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025