Charge prediction is to identify the final charges/crimes (e.g., fraud and bribery) on the basis of fact descriptions of legal cases. As a considerable ...

In this paper we propose a novel method named Constitutive Elements-guided Charge Prediction (CECP). CECP mimics human's charge identification process.

Charge prediction is to automatically predict the judgemental charges for legal cases. To convict a person/unit of a charge, the case description must ...

CECP. The source code and Appendix of our work "Charge Prediction by Constitutive Elements Matching of Crimes", IJCAI 2022. https://www.ijcai.org/proceedings ...

Jul 24, 2024 · This paper proposes an interpretable charge prediction model LPCP based on legal provisions incorporated.

This paper surveys recent state-of-the-art LJP algorithms published between 2018 and 2022 by focusing on various factors such as Deep Learning (DL) and ...

Aug 11, 2024 · our EJudge* method provides the extracted crime elements and matched legal rules, enhancing both prediction accuracy and model interpretability.

Sep 29, 2023 · For instance, in the four-CEs framework of China, each charge is defined by its four constitutive elements, namely, object, objective, subject, ...

May 20, 2024 · In the legal domain, constituent elements play a pivotal role in distinguishing confusing charges. Constituent elements are fundamental.

Sep 29, 2023 · Chen, “Charge prediction by constitutive elements matching of crimes,” in Proceedings of the Thirty-. First International Joint Conference on ...