5 citations · 5 across the 2 of their papers we have counts for
2 papers
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…
cs.CY2024★ 5 cited
Formalising Anti-Discrimination Law in Automated Decision Systems
Holli Sargeant, Måns Magnusson
Algorithmic discrimination is a critical concern as machine learning models are used in high-stakes decision-making in legally protected contexts. Although substantial research on…