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cs.AI2025
ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs
Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem +2
In today's rapidly expanding data landscape, knowledge extraction from unstructured text is vital for real-time analytics, temporal inference, and dynamic memory frameworks. Howeve…
cs.CL2025
Token and Span Classification for Entity Recognition in French Historical Encyclopedias
Ludovic Moncla, Hédi Zeghidi
Named Entity Recognition (NER) in historical texts presents unique challenges due to non-standardized language, archaic orthography, and nested or overlapping entities. This study…