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News/OBJECTION! Lawyer Agents Mitigate Guilty Bias in Legal Judgment Prediction
arxiv
PublishedSeptember 3, 2026 at 4:00 AM

OBJECTION! Lawyer Agents Mitigate Guilty Bias in Legal Judgment Prediction

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arXiv:2609.02158v1 Announce Type: cross Abstract: Legal Judgment Prediction (LJP) models are typically trained on documents that describe facts from a prosecutorial perspective. Existing datasets further exhibit severe label imbalance toward guilty outcomes. Consequently, these models suffer from "G

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