Some practical analyses of the judgment documents of labor litigations for social conflicts and similar cases

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Chao-Lin Liu, Yi-Fan Liu

Published: 18 Jun 2023, Last Modified: 21 Feb 2025Third International Workshop on Artificial Intelligence and Intelligent Assistance for Legal Professionals in the Digital Workplace (LegalAIIA 2023), the Nineteenth International Conference on Artificial Intelligence and LawEveryoneCC BY 4.0
Abstract: We report two applications of the analysis of the judgment documents of labor litigations. The disputes listed in the judgment documents provide a very good foundation for recommending similar cases with explanations. For this narrowly focused “similarity”, we could achieve a 70% accuracy in our recommendations. Analyzing and learning about the disputes that the litigants argued in their cases help the lawyers, the social workers, and ordinary people to know more about and improve their society.