SEACrowd/iapp_squad

`iapp_wiki_qa_squad`是一个从泰语维基百科文章中提取的问答数据集，采用了SQuAD格式。该数据集包含5761个训练问题、742个验证问题和739个测试问题，分别来自1529、191和192篇文章。数据集支持的任务是问答任务，语言为泰语。

`iapp_wiki_qa_squad` is an extractive question answering dataset from Thai Wikipedia articles, adapted to the SQuAD format. It contains 5761 training questions, 742 validation questions, and 739 test questions, derived from 1529, 191, and 192 articles respectively. The dataset supports the task of question answering and is in the Thai language.

原始信息汇总

iapp_wiki_qa_squad 数据集概述

基本信息

• 名称: iapp_wiki_qa_squad
• 语言: 泰语 (tha)
• 任务类别: 问答 (question-answering)
• 标签: 问答 (question-answering)
• 许可证: MIT (mit)

数据集描述

• 来源: 从泰语维基百科文章中提取的问答数据集。
• 格式: 改编自原始的 iapp-wiki-qa-dataset，转换为 SQuAD 格式。
• 数据量: 包含 5761/742/739 个问题，来自 1529/191/192 篇文章。

支持的任务

• 问答 (Question Answering)

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/iapp_squad", 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("iapp_squad", schema="seacrowd")

查看数据集的所有可用子集（配置名称）

print(sc.available_config_names("iapp_squad"))

使用特定配置加载数据集

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

引用

@dataset { kobkrit_viriyayudhakorn_2021_4539916, author = {Kobkrit Viriyayudhakorn and Charin Polpanumas}, title = {iapp_wiki_qa_squad}, month = feb, year = 2021, publisher = {Zenodo}, version = 1, doi = {10.5281/zenodo.4539916}, url = {https://doi.org/10.5281/zenodo.4539916} }

@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} }