SEACrowd/ph_fake_news_corpus

菲律宾假新闻语料库包含来自菲律宾各种“可信”和“不可信”国家新闻媒体的新闻标题和内容。可信来源包括菲律宾国家图书馆中的全国性报纸，而不可信来源则包括政府和私人机构提供的假新闻或未经验证内容的网站列表。该数据集支持事实核查任务，并提供了如何使用`datasets`和`seacrowd`库加载数据集的示例代码。

原始信息汇总

Ph Fake News Corpus 数据集概述

基本信息

• 名称: Ph Fake News Corpus
• 语言: 英语 (eng)
• 任务类别: 事实核查 (fact-checking)
• 标签: 事实核查 (fact-checking)

数据集描述

• 内容: 包含来自不同“可信”和“不可信”国家新闻媒体的标题和新闻内容。
  • “可信”来源: 菲律宾国家图书馆提供的国家报纸。
  • “不可信”来源: 政府和私营机构提供的包含虚假或未验证内容的网站列表。

支持任务

• 事实核查 (Fact Checking)

数据集使用

使用 datasets 库

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

使用 seacrowd 库

python import seacrowd as sc

使用默认配置加载数据集

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

检查数据集的所有可用子集（配置名称）

print(sc.available_config_names("ph_fake_news_corpus"))

使用特定配置加载数据集

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

数据集版本

• 源版本: 1.0.0
• SEACrowd 版本: 2024.06.20

数据集许可证

• 许可证: 未知 (Unknown)

引用

• 引用方式: @inproceedings{hernandez-devaraj-2019-phfakenews, author = {Fernandez, Aaron Carl T. and Devaraj, Madhavi}, title = {Computing the Linguistic-Based Cues of Fake News in the Philippines Towards its Detection}, booktitle = {Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics}, publisher = {Association for Computing Machinery}, year = {2019}, url = {https://dl.acm.org/doi/abs/10.1145/3326467.3326490}, doi = {10.1145/3326467.3326490}, pages = {1-9}, }

@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} }