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Towards Legal Change Analysis: Clustering of Polish Civil Code Amendments

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dc.abstract.enDue to the growing activity of legislators, lawyers are in need of tools that would allow them to get a better understanding of an ever-growing corpus of legislative materials. Herein we propose a tool that visualizes and clusters thematically similar amending acts, allowing a lawyer to quickly review related provisions, thus giving an insight into a legislative history of a given legal institution. The methods suggested herein (based on TF-IDF, word and paragraph embeddings and PCA as well as k-mean clustering) are evaluated on the provisions of the Polish Civil Code.
dc.affiliationUniwersytet Warszawski
dc.conference.countryKanada
dc.conference.datefinish2019-06-21
dc.conference.datestart2019-06-17
dc.conference.placeMontreal
dc.conference.seriesInternational Conference on Artificial Intelligence and Law
dc.conference.seriesInternational Conference on Artificial Intelligence and Law
dc.conference.seriesshortcutICAIL
dc.conference.shortcutICAIL 2019
dc.contributor.authorGórski, Łukasz
dc.date.accessioned2024-01-26T11:03:44Z
dc.date.available2024-01-26T11:03:44Z
dc.date.issued2019
dc.description.accesstimeAT_PUBLICATION
dc.description.financeNie dotyczy
dc.description.versionFINAL_PUBLISHED
dc.description.volume2385
dc.identifier.issn1613-0073
dc.identifier.urihttps://repozytorium.uw.edu.pl//handle/item/123554
dc.identifier.weblinkhttp://ceur-ws.org/Vol-2385/paper11.pdf
dc.languageeng
dc.pbn.affiliationcomputer and information sciences
dc.relation.ispartofCEUR Workshop Proceedings
dc.relation.pages1-5
dc.rightsCC-BY
dc.sciencecloudnosend
dc.titleTowards Legal Change Analysis: Clustering of Polish Civil Code Amendments
dc.typeJournalArticle
dspace.entity.typePublication