most citedOvercoming the Generalization Limits of SLM Finetuning for Shape-Based Extraction of Datatype and Object Properties

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cs.CL2025★ 1 cited

Overcoming the Generalization Limits of SLM Finetuning for Shape-Based Extraction of Datatype and Object Properties

Célian Ringwald, Fabien Gandon, Catherine Faron +2

Small language models (SLMs) have shown promises for relation extraction (RE) when extracting RDF triples guided by SHACL shapes focused on common datatype properties. This paper i…