SEACrowd/id_multilabel_hs
收藏数据集概述
数据集名称
ID_MULTILABEL_HS
语言
印度尼西亚语
任务类别
基于方面的情感分析
数据集描述
ID_MULTILABEL_HS 数据集包含 13,169 条印度尼西亚语推文，专为仇恨言论检测自然语言处理任务设计。该数据集结合了以往研究和从 Twitter 新爬取的数据。这是一个多标签数据集，标签详情如下：
- HS: 仇恨言论标签
- Abusive: 辱骂性语言标签
- HS_Individual: 针对个人的仇恨言论
- HS_Group: 针对群体的仇恨言论
- HS_Religion: 与宗教/信仰相关的仇恨言论
- HS_Race: 与种族/民族相关的仇恨言论
- HS_Physical: 与身体/残疾相关的仇恨言论
- HS_Gender: 与性别/性取向相关的仇恨言论
- HS_Gender: 与其它辱骂/诽谤相关的仇恨言论
- HS_Weak: 弱仇恨言论
- HS_Moderate: 中等仇恨言论
- HS_Strong: 强烈仇恨言论
支持的任务
基于方面的情感分析
数据集版本
源版本: 1.0.0 SEACrowd 版本: 2024.06.20
数据集许可证
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
引用
如果您在使用 Id Multilabel Hs 数据集，请引用以下内容：
@inproceedings{ibrohim-budi-2019-multi, title = "Multi-label Hate Speech and Abusive Language Detection in {I}ndonesian {T}witter", author = "Ibrohim, Muhammad Okky and Budi, Indra", booktitle = "Proceedings of the Third Workshop on Abusive Language Online", month = aug, year = "2019", address = "Florence, Italy", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/W19-3506", doi = "10.18653/v1/W19-3506", pages = "46--57", }
@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} }
