The idea behind the AMPS project is to investigate the use of natural language processing and machine learning to predict the outcome of Maltese court cases, specifically those within the Small Claims Tribunal, which deals with claims of up to €5000. The objective is to provide a tool to help adjudicators decide cases more efficiently while respecting and integrating the ethical and safety concerns which inevitably arise. By aligning with best practices and guidelines, the project team intends not only to develop a tool for the courts but also to advance the use of the Maltese language in relation to Artificial Intelligence (AI).

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