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cs.DB2024★ 3 cited
Assessing SPARQL capabilities of Large Language Models
Lars-Peter Meyer, Johannes Frey, Felix Brei +1
The integration of Large Language Models (LLMs) with Knowledge Graphs (KGs) offers significant synergistic potential for knowledge-driven applications. One possible integration is…
cs.AI2024★ 2 cited
Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance
Felix Brei, Johannes Frey, Lars-Peter Meyer
In this work we will show that language models with less than one billion parameters can be used to translate natural language to SPARQL queries after fine-tuning. Using three diff…