Augmenting Datasets for Fine-Tuning Large Language Models Using Semantic Variations

Alexander Chen, Caroline Tang, Jennifer Sleeman. Augmenting Datasets for Fine-Tuning Large Language Models Using Semantic Variations. In Sanju Tiwari, Nandana Mihindukulasooriya, Jennifer D'Souza 0001, Francesco Osborne, Edgard Marx, editors, Joint Proceedings of the Fifth International Workshop on LLM-Integrated Knowledge Graph Generation From Text (TEXT2KG) and the Third International BiKE Challenge co-located with the Extended Semantic Web Conference (ESWC 2026), Dubrovnik, Croatia, May 10-14, 2026. Volume 4233 of CEUR Workshop Proceedings, pages 84-97, CEUR-WS.org, 2026. [doi]

Abstract

Abstract is missing.