Using Machine Learning and Pattern-Based Methods for Identifying Elements in Chinese Judgment Documents of Civil Cases

no code implementations • ROCLING 2022 • Hong-Ren Lin, Wei-Zhi Liu, Chao-Lin Liu, Chieh Yang

We attempt to identify the statements for four types of legal functions in judgement documents, i. e., the pleadings of the applicants, the responses of the opposite parties, the opinions of the courts, and uses of laws to reach the final decisions.

Recommendation Systems

Predicting Judgments and Grants for Civil Cases of Alimony for the Elderly

no code implementations • ROCLING 2022 • Wei-Zhi Liu, Po-Hsien Wu, Hong-Ren Lin, Chao-Lin Liu

To build the current system, we segment and vectorize the texts of the judgement documents, and apply the logistic regression and model tree models for predicting the judgments and for estimating the granted alimony of the cases, respectively.