The key steps for integrating Sensitive-lexicon across languages are listed below:
- universal thesaurus format: No matter using Java/PHP/Go, etc., all directly read UTF-8 encoded
sensitive-lexicon.txtText file, parsed as an array by line. - Selection of Language Adaptation Algorithm: Java Recommendations
org.ahocorasick.trieLibrary implements DFA; available for PHPphptrieExtensions; Go Language Standard Librarystrings.ContainsIt can be quickly implemented with the Map structure. - Packaged General Purpose Modules: Encapsulate the thesaurus loading and matching logic into independent services (e.g., REST APIs) that are called by different business systems through interfaces.
This solution can be integrated into the base in less than 1 hour and has a lower performance loss than 5%.
This answer comes from the articleSensitive-lexicon: a continuously updated thesaurus of Chinese sensitive wordsThe
May not be reproduced without permission:AI productivity tools " Technical Path to Realize a Multilingual Framework for Rapid Integration of Sensitive Thesauri
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