4 papers
Integrating knowledge graphs and multilingual scholarly corpora for domain-adaptive LLMs in SSH
Adam Faci, Alessio Miaschi, Anne Combe +4
The integration of Large Language Models (LLMs) into scientific research workflows, particularly for bibliographic discovery and literature synthesis, raises significant methodolog…
CG2A: Conceptual Graphs Generation Algorithm
Adam Faci, Marie-Jeanne Lesot, Claire Laudy
Conceptual Graphs (CGs) are a formalism to represent knowledge. However producing a CG database is complex. To the best of our knowledge, existing methods do not fully use the expr…
Fuzzy Conceptual Graphs: a comparative discussion
Adam Faci, Marie-Jeanne Lesot, Claire Laudy
Conceptual Graphs (CG) are a graph-based knowledge representation and reasoning formalism; fuzzy Conceptual Graphs (fCG) constitute an extension that enriches their expressiveness,…
cgSpan: Pattern Mining in Conceptual Graphs
Adam Faci, Marie-Jeanne Lesot, Claire Laudy
Conceptual Graphs (CGs) are a graph-based knowledge representation formalism. In this paper we propose cgSpan a CG frequent pattern mining algorithm. It extends the DMGM-GSM algori…