SEACrowd/xl_sum
收藏数据集概述
XL-Sum是一个包含100万个专业注释的文章-摘要对的综合性和多样性数据集，源自BBC，通过精心设计的启发式方法提取。该数据集涵盖44种语言，包括4种东南亚地区的土著语言。
语言
- 印尼语 (ind)
- 缅甸语 (mya)
- 泰语 (tha)
- 越南语 (vie)
- 英语 (eng)
支持的任务
- 摘要生成 (Summarization)
数据集使用
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/xl_sum", 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("xl_sum", schema="seacrowd")
检查数据集的所有可用子集（配置名称）
print(sc.available_config_names("xl_sum"))
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/csebuetnlp/xl-sum
数据集版本
- 源版本: 2.0.0
- SEACrowd版本: 2024.06.20
数据集许可证
Creative Commons Attribution Non Commercial Share Alike 4.0 (cc-by-nc-sa-4.0)
引用
如果您在使用XL-Sum数据集，请引用以下内容： bibtex @inproceedings{hasan2021xl, title={XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages}, author={Hasan, Tahmid and Bhattacharjee, Abhik and Islam, Md Saiful and Mubasshir, Kazi and Li, Yuan-Fang and Kang, Yong-Bin and Rahman, M Sohel and Shahriyar, Rifat}, booktitle={Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021}, pages={4693--4703}, year={2021} }
@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} }
