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

Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor 2025-01 International Committee on Computational Linguistics Abu Dhabi, UAE text conference publication genaik-ws-2025-1 https://aclanthology.org/2025.genaik-1.0/ Effective Modeling of Generative Framework for Document-level Relational Triple Extraction Pratik Saini author Tapas Nayak author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication saini-nayak-2025-effective https://aclanthology.org/2025.genaik-1.1/ 2025-01 1 12 Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks Anastasia Martynova author Vladislav Tishin author Natalia Semenova author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication martynova-etal-2025-learn https://aclanthology.org/2025.genaik-1.2/ 2025-01 13 19 GNET-QG: Graph Network for Multi-hop Question Generation Samin Jamshidi author Yllias Chali author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication jamshidi-chali-2025-gnet https://aclanthology.org/2025.genaik-1.3/ 2025-01 20 26 SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval Aakash Mahalingam author Vinesh Kumar Gande author Aman Chadha author Vinija Jain author Divya Chaudhary author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication mahalingam-etal-2025-sketch https://aclanthology.org/2025.genaik-1.4/ 2025-01 27 42 On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models Dmitrii Iarosh author Alexander Panchenko author Mikhail Salnikov author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication iarosh-etal-2025-reducing https://aclanthology.org/2025.genaik-1.5/ 2025-01 43 53 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data Mariam Barry author Gaetan Caillaut author Pierre Halftermeyer author Raheel Qader author Mehdi Mouayad author Fabrice Le Deit author Dimitri Cariolaro author Joseph Gesnouin author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication barry-etal-2025-graphrag https://aclanthology.org/2025.genaik-1.6/ 2025-01 54 65 Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models Farida Helmy Eldessouky author Nourhan Ehab author Carolin Schindler author Mervat Abuelkheir author Wolfgang Minker author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication eldessouky-etal-2025-structured https://aclanthology.org/2025.genaik-1.7/ 2025-01 66 68 Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation Thamer Mecharnia author Mathieu d’Aquin author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication mecharnia-daquin-2025-performance https://aclanthology.org/2025.genaik-1.8/ 2025-01 69 77 Refining Noisy Knowledge Graph with Large Language Models Na Dong author Natthawut Kertkeidkachorn author Xin Liu author Kiyoaki Shirai author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication dong-etal-2025-refining https://aclanthology.org/2025.genaik-1.9/ 2025-01 78 86 Can LLMs be Knowledge Graph Curators for Validating Triple Insertions? André Gomes Regino author Julio Cesar dos Reis author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication regino-dos-reis-2025-llms https://aclanthology.org/2025.genaik-1.10/ 2025-01 87 99 Text2Cypher: Bridging Natural Language and Graph Databases Makbule Gulcin Ozsoy author Leila Messallem author Jon Besga author Gianandrea Minneci author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication ozsoy-etal-2025-text2cypher https://aclanthology.org/2025.genaik-1.11/ 2025-01 100 108 KGFakeNet: A Knowledge Graph-Enhanced Model for Fake News Detection Anuj Kumar author Pardeep Kumar author Abhishek Yadav author Satyadev Ahlawat author Yamuna Prasad author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication kumar-etal-2025-kgfakenet https://aclanthology.org/2025.genaik-1.12/ 2025-01 109 122 Style Knowledge Graph: Augmenting Text Style Transfer with Knowledge Graphs Martina Toshevska author Slobodan Kalajdziski author Sonja Gievska author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication toshevska-etal-2025-style https://aclanthology.org/2025.genaik-1.13/ 2025-01 123 135 Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering Morteza Kamaladdini Ezzabady author Farah Benamara author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication kamaladdini-ezzabady-benamara-2025-entity https://aclanthology.org/2025.genaik-1.14/ 2025-01 136 145 Multilingual Skill Extraction for Job Vacancy–Job Seeker Matching in Knowledge Graphs Hamit Kavas author Marc Serra-Vidal author Leo Wanner author 2025-01 text Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK) Genet Asefa Gesese editor Harald Sack editor Heiko Paulheim editor Albert Merono-Penuela editor Lihu Chen editor International Committee on Computational Linguistics Abu Dhabi, UAE conference publication kavas-etal-2025-multilingual https://aclanthology.org/2025.genaik-1.15/ 2025-01 146 155