Automatic Semantics Extraction in Law Documents

Automatic Semantics Extraction in Law Documents is a paper presented by Biagioli et al. at the International Conference on Artificial Intelligence and Law in 2005. It discusses two tasks: the automatic classification of law paragraphs into eleven semantic categories, and the extraction of the arguments present in those categories. It’s a promising first step towards making legislative content more accessible.