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Lost for Words: A Legal Synonym Tool

 
dc.contributor.author Wilson, Caitlin
dc.date.accessioned 2025-06-24T14:41:16Z
dc.date.available 2025-06-24T14:41:16Z
dc.date.issued 2025
dc.identifier 6001
dc.identifier.uri http://hdl.handle.net/20.500.14106/6001
dc.description This tool is a semantic search prototype for The National Archives’ Find Case Law service. Using custom-trained embedding models, the tool suggests legal alternatives to search terms based on their semantic similarity in the Find Case Law corpus compared to embeddings trained on the British National Corpus. The tool identifies keywords from a natural language query and suggests a number of semantically similar terms that are more likely to appear in a legal corpus based on nearest neighbour and cosine similarity calculations. Terms marked in red have a particularly high semantic shift in a legal context and are therefore presumed to have a specific legal meaning. Clicking on a suggested term takes the user to the Find Case Law search interface with said term pre-filled. This is tool is intended for research purposes only. To access the tool you need a username and password. Please contact Caitlin Wilson for these. This tool was developed by Caitlin Wilson as part of a Collaborative Doctoral Award between King’s College London and The National Archives supervised by Dr Barbara McGillivray and funded by the Arts and Humanities Research Council (grant 2929901; https://gtr.ukri.org/projects?ref=studentship-2929901#/tabOverview). It was developed with generous help from the Find Case Law team at The National Archives.
dc.language English
dc.language.iso eng
dc.publisher National Archives
dc.source.uri https://research.caselaw.nationalarchives.gov.uk
dc.subject Semantic search
dc.subject Case law
dc.subject Legal terminology
dc.subject.lcsh Law—Great Britain—Information retrieval
dc.subject.lcsh Legal documents—Great Britain—Computer-assisted analysis
dc.subject.lcsh Semantic computing—Applications to law
dc.title Lost for Words: A Legal Synonym Tool
dc.type toolService
metashare.ResourceInfo#ContentInfo.detailedType tool
metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent true
hidden hidden
hasMetadata false
has.files no
branding Literary and Linguistic Data Service
demo.uri https://research.caselaw.nationalarchives.gov.uk
contact.person Caitlin Wilson caitlin.e.wilson@kcl.ac.uk King's College London
sponsor AHRC/LAHP 2929901 ‘Lost for Words’: semantic search in the Find Case Law service of The National Archives nationalFunds
files.size 0
files.count 0


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