NLPExplorer

GenAIK - 2025

Total Papers:- 16

Total Papers accross all years:- 16

Total Citations :- 0

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On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models

Dmitrii Iarosh | Alexander Panchenko | Mikhail Salnikov |

Refining Noisy Knowledge Graph with Large Language Models

Na Dong | Natthawut Kertkeidkachorn | Xin Liu | Kiyoaki Shirai |

Effective Modeling of Generative Framework for Document-level Relational Triple Extraction

Pratik Saini | Tapas Nayak |

Style Knowledge Graph: Augmenting Text Style Transfer with Knowledge Graphs

Martina Toshevska | Slobodan Kalajdziski | Sonja Gievska |

Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering

Morteza Kamaladdini Ezzabady | Farah Benamara |

Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models

Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation

Thamer Mecharnia | Mathieu d’Aquin |

Multilingual Skill Extraction for Job Vacancy–Job Seeker Matching in Knowledge Graphs

Hamit Kavas | Marc Serra-Vidal | Leo Wanner |

Text2Cypher: Bridging Natural Language and Graph Databases

Makbule Gulcin Ozsoy | Leila Messallem | Jon Besga | Gianandrea Minneci |

SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval

Can LLMs be Knowledge Graph Curators for Validating Triple Insertions?

André Gomes Regino | Julio Cesar dos Reis |

GNET-QG: Graph Network for Multi-hop Question Generation

Samin Jamshidi | Yllias Chali |

Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK)

Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks

Anastasia Martynova | Vladislav Tishin | Natalia Semenova |

KGFakeNet: A Knowledge Graph-Enhanced Model for Fake News Detection