2025
Journal article  Open Access

Digital transformation in legal history through automatic machine learning annotation

Puccetti G., Imperia V. R., Esuli A.

Liber extra, Named Entity Recognition, Legal Documents 

An interdisciplinary project leverages AI to automatically annotate legal references in the Liber Extra’s Ordinary Gloss, creating a valuable index for researchers in Legal History and Religious Studies. Using efficient machine learning techniques, we achieved near-perfect accuracy in automatically identifying and linking thousands of legal references. The resulting open-source workflow offers a replicable solution for similar tasks in the humanities

Source: ERCIM NEWS, vol. 141, pp. 27-28



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BibTeX entry
@article{oai:iris.cnr.it:20.500.14243/555942,
	title = {Digital transformation in legal history through automatic machine learning annotation},
	author = {Puccetti G. and Imperia V.  R. and Esuli A.},
	year = {2025}
}