SEACrowd/fakenews_ph

Fakenews Ph数据集包含来自菲律宾的假新闻和真实新闻文章。假新闻来源于被Verafiles和菲律宾全国记者联盟（NUJP）标记为假新闻的网站，真实新闻则来自菲律宾的主流新闻网站，如Pilipino Star Ngayon、Abante和Bandera。数据集支持的任务是假新闻分类，语言为菲律宾语（fil）。

The Fakenews Ph dataset contains fake and real news articles from the Philippines. Fake news articles were sourced from online sites tagged as fake news sites by Verafiles and the National Union of Journalists in the Philippines (NUJP). Real news articles were sourced from mainstream news websites in the Philippines, including Pilipino Star Ngayon, Abante, and Bandera. The dataset supports the task of hoax news classification and is in the Filipino language (fil).

原始信息汇总

Fakenews Ph 数据集概述

基本信息

• 许可证: GNU General Public License v3.0 (gpl-3.0)
• 语言: 菲律宾语 (fil)
• 任务类别: 虚假新闻分类 (hoax-news-classification)
• 标签: 虚假新闻分类

数据来源

• 虚假新闻: 来自被非营利独立媒体事实核查组织Verafiles和菲律宾国家记者联盟(NUJP)标记为虚假新闻的网站。
• 真实新闻: 来自菲律宾主流新闻网站，包括Pilipino Star Ngayon, Abante, 和 Bandera。

支持的任务

• 虚假新闻分类

数据集版本

• 源版本: 1.0.0
• SEACrowd版本: 2024.06.20

数据集加载

使用 datasets 库

python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/fakenews_ph", trust_remote_code=True)

使用 seacrowd 库

python import seacrowd as sc

加载默认配置的数据集

dset = sc.load_dataset("fakenews_ph", schema="seacrowd")

查看所有可用的子集（配置名称）

print(sc.available_config_names("fakenews_ph"))

使用特定配置加载数据集

dset = sc.load_dataset_by_config_name(config_name="<config_name>")

数据集主页

• https://github.com/jcblaisecruz02/Tagalog-fake-news

引用

bibtex @inproceedings{cruz-etal-2020-localization, title = "Localization of Fake News Detection via Multitask Transfer Learning", author = "Cruz, Jan Christian Blaise and Tan, Julianne Agatha and Cheng, Charibeth", editor = "Calzolari, Nicoletta and B{e}chet, Fr{e}d{e}ric and Blache, Philippe and Choukri, Khalid and Cieri, Christopher and Declerck, Thierry and Goggi, Sara and Isahara, Hitoshi and Maegaard, Bente and Mariani, Joseph and Mazo, H{e}l{`e}ne and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios", booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference", month = may, year = "2020", address = "Marseille, France", publisher = "European Language Resources Association", url = "https://aclanthology.org/2020.lrec-1.316", pages = "2596--2604", language = "English", ISBN = "979-10-95546-34-4", }

@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} }