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Overview of CAIL2018: Legal Judgment Prediction Competition

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abstract

In this paper, we give an overview of the Legal Judgment Prediction (LJP) competition at Chinese AI and Law challenge (CAIL2018). This competition focuses on LJP which aims to predict the judgment results according to the given facts. Specifically, in CAIL2018 , we proposed three subtasks of LJP for the contestants, i.e., predicting relevant law articles, charges and prison terms given the fact descriptions. CAIL2018 has attracted several hundreds participants (601 teams, 1, 144 contestants from 269 organizations). In this paper, we provide a detailed overview of the task definition, related works, outstanding methods and competition results in CAIL2018.

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cs.CL 1

years

2026 1

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UNVERDICTED 1

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LegalWorld: A Life-Cycle Interactive Environment for Legal Agents

cs.CL · 2026-06-17 · unverdicted · novelty 7.0

LegalWorld is a life-cycle interactive environment modeling Chinese civil litigation as five causally connected stages grounded in 75,309 judgments, paired with LongJud-Bench for cross-stage agent evaluation.

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  • LegalWorld: A Life-Cycle Interactive Environment for Legal Agents cs.CL · 2026-06-17 · unverdicted · none · ref 83 · internal anchor

    LegalWorld is a life-cycle interactive environment modeling Chinese civil litigation as five causally connected stages grounded in 75,309 judgments, paired with LongJud-Bench for cross-stage agent evaluation.