SEACrowd/indo_law

本研究通过利用印度尼西亚法院判决文档的集合，提出了一种多级学习方法（CNN+attention），利用判决文档的部分内容作为特征来预测印度尼西亚法院的判决类别和刑罚长度。研究结果表明，对预测模型准确性影响较大的判决文档部分包括起诉历史、事实、法律事实和法律考虑。

原始信息汇总

数据集概述

语言

• 印尼语 (ind)

支持的任务

• 法律分类 (Legal Classification)

数据集版本

• 源版本: 1.0.0
• SEACrowd版本: 2024.06.20

数据集许可证

• 未知

引用

• 如果您在使用 Indo Law 数据集，请引用以下内容：

@article{nuranti2022predicting, title={Predicting the Category and the Length of Punishment in Indonesian Courts Based on Previous Court Decision Documents}, author={Nuranti, Eka Qadri and Yulianti, Evi and Husin, Husna Sarirah}, journal={Computers}, volume={11}, number={6}, pages={88}, year={2022}, publisher={Multidisciplinary Digital Publishing Institute} }

@article{lovenia2024seacrowd, title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}, author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya}, year={2024}, eprint={2406.10118}, journal={arXiv preprint arXiv: 2406.10118} }