Description:
Lead PI: Torsten Hahmann, University of Maine
At Kansas State: Pascal Hitzler, Ganga Hettiarachchi, Hande McGinty
Funding Agency:
National Science Foundation
From:
October, 2023
To:
September, 2026
Publications
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, “Description Logic Concept Learning using Large Language Models”, in 19th International Conference on Neurosymbolic Learning and Reasoning, Santa Cruz, California, USA, 2025, vol. 284:1–19, .
48_Description_Logic_Concept_L.pdf (1.16 MB) -
, “Complex Ontology Alignment using LLMs: A Case Study”, in The 20th International Workshop on Ontology Matching collocated with the 24th International Semantic Web Conference ISWC-2025, Nara, Japan, 2025. 2025_OM_Complex_OM-2.pdf (140.95 KB)
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, “Concept Induction using LLMs: A user experiment for assessment”, in Proceedings of the 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, Barcelona, Spain, September , 2024. 2024_NeSy_Concept_Induction_using_LLM_s.pdf (1.37 MB)
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, “Concept Induction using LLMs”, in The 23rd International Semantic Web Conference, ISWC 2024, Maryland, USA, 2024. ISWC24_DC_Adrita.pdf (948.68 KB)
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, “DaSeLab at LLMs4OL 2024 Task A: Towards Term Typing in Ontology Learning”, The 23rd Internatinal Semantic Web Conference, ISWC 2024, vol. 1st LLMs4OL Challenge @ ISWC 2024. TIB Open Access Publishing proceedings, Maryland, USA, 2024. 2024_LLM4OL__ISWC_Challenge-2.pdf (114.86 KB)
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, “On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis”, in 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, 2024. 2024_NeSy_CI.pdf (358.13 KB)