Boosting Knowledge Graph Question Answering with Open Source Lightweight Large Language Models and RAG Techniques

Mario Caruso, Giorgia Lodi, Carlo Macis, Simone Persiani, Valentina Presutti. Boosting Knowledge Graph Question Answering with Open Source Lightweight Large Language Models and RAG Techniques. In Daniil Dobriy, Sanju Tiwari, Jennifer D'Souza 0001, Nandana Mihindukulasooriya, Francesco Osborne, editors, Proceedings of the Second International Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG 2025) co-located with the 24th International Semantic Web Conference (ISWC 2025), Nara, Japan, November 2-6, 2025. Volume 4079 of CEUR Workshop Proceedings, pages 160-168, CEUR-WS.org, 2025. [doi]

Abstract

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