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20232026
most citedAutomatic Information Extraction From Employment Tribunal Judgements Using Large Language Models

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cs.AI2026

Shortcut Learning in Legal Judgment Prediction: Empirical Evidence from the UK Employment Tribunal

Joe Watson, Joana Ribeiro de Faria, Marcus Tomalin +6

Current Legal Judgment Prediction (LJP) is constrained by its reliance on post-hoc judicial materials, increasing the likelihood that models perform retrospective classification ra…