Author

Pierre Monnin

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Preprint Jul 2026

Are you Talking Logic to Me? Assessing Language Models Syllogistic Reasoning Capabilities

The framework, Common Logic Grammar Construction (CLGC), is open-source, as the first Python library for automatically generating syllogisms in KR notations and defining their SEF categories, and proposes a syllogistic categorization method (SEF) that is used to enrich ZS prompts with logical definitions, which boost reasoning in small models.

Hanna Abi Akl, Fabien L. Gandon, Catherine Faron et al. · 0 citations

Preprint Jul 2026

LLM-Assisted Ontology Engineering and Construction of a French Legal Knowledge Graph

A two-stage LLM-assisted workflow for French maintenance regulations is presented: ontology engineering from a SEMLEG-based core ontology, followed by construction of an ontology-grounded French legal knowledge graph.

Génesis Montenegro, M. Billami, Catherine Faron et al. · 0 citations