Abstract is missing.
- Preface for LLMs4OL 2025: The 2nd Large Language Models for Ontology Learning Challenge at the 24th ISWCHamed Babaei Giglou, Jennifer D'Souza 0001, Andrei C. Aioanei, Nandana Mihindukulasooriya, Sören Auer. [doi]
- LLMs4OL 2025 Overview: The 2nd Large Language Models for Ontology Learning ChallengeHamed Babaei Giglou, Jennifer D'Souza 0001, Nandana Mihindukulasooriya, Sören Auer. [doi]
- DREAM-LLMs at LLMs4OL 2025 Task B: A Deliberation-Based Reasoning Ensemble Approach With Multiple Large Language Models for Term Typing in Low-Resource DomainsPatipon Wiangnak, Thin Prabhong, Thiti Phuttaamart, Natthawut Kertkeidkachorn, Kiyoaki Shirai. [doi]
- IRIS at LLMs4OL 2025 Tasks B, C and D: Enhancing Ontology Learning Through Data Enrichment and Type FilteringInsan-Aleksandr Latipov, Mike Holenderski, Nirvana Meratnia. [doi]
- Alexbek at LLMs4OL 2025 Tasks A, B, and C: Heterogeneous LLM Methods for Ontology Learning (Few-Shot Prompting, Ensemble Typing, and Attention-Based Taxonomies)Aleksandra Beliaeva, Temurbek Rahmatullaev. [doi]
- LABKAG at LLMs4OL 2025 Tasks A and C: Context-Rich Prompting for Ontology ConstructionXinyi Zhao, Kevin Drake, Caroline Watanabe, Yuya Sasaki 0007, Hidetaka Hando. [doi]
- SEMA at LLMs4OL 2025 Task C: Prompt-Decoupled Fine-Tuning on MatOnto with LLaMAMiquel Canal-Esteve, José Ignacio Abreu Salas, Yoan Gutiérrez. [doi]
- silp_nlp at LLMs4OL 2025 Tasks A, B, C, and D: Clustering-Based Ontology Learning Using LLMsPankaj Kumar Goyal, Sumit Singh, Uma Shanker Tiwary. [doi]
- Phoenixes at LLMs4OL 2025 Task A: Ontology Learning With Large Language Models ReasoningAlireza Esmaeili Fridouni, Mahsa Sanaei. [doi]
- ELLMO at LLMs4OL 2025 Tasks A and D: LLM-Based Term, Type, and Relationship ExtractionRyan Roche, Ryn Gray, Jaimie Murdock, Douglas C. Crowder. [doi]
- SBU-NLP at LLMs4OL 2025 Tasks A, B, and C: Stage-Wise Ontology Construction Through LLMs Without any Training ProcedureRashin Rahnamoun, Mehrnoush Shamsfard. [doi]
- CUET_Zenith at LLMs4OL 2025 Task C: Hybrid Embedding-LLM Architectures for Taxonomy DiscoveryRehenuma Ilman, Mehreen Rahman, Samia Rahman. [doi]
- T-GreC at LLMs4OL 2025 Task B: A Report on Term-Typing Task of OBI dataset using LLM with k-Nearest NeighborsChavakan Yimmark, Teeradaj Racharak. [doi]