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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes ACL 2025
GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025
The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025
Demystifying the Power of Large Language Models in Graph Generation NAACL 2025
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models NAACL 2025
A Derivational ChainBank for Modern Standard Arabic COLING 2025
Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines ICCV 2025
Knowledge-Guided Part Segmentation ICCV 2025
Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025
Language-Guided Audio-Visual Learning for Long-Term Sports Assessment CVPR 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025
Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025
GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025
Text2Cypher: Bridging Natural Language and Graph Databases COLING 2025
Can LLMs be Knowledge Graph Curators for Validating Triple Insertions? COLING 2025
KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025
KGFakeNet: A Knowledge Graph-Enhanced Model for Fake News Detection COLING 2025
NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs COLING 2025
Mixed-Curvature Multi-Modal Knowledge Graph Completion AAAI 2025
Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025