SEACrowd/crosssum
收藏Crosssum 数据集概述
基本信息
- 名称: Crosssum
- 许可证: Creative Commons Attribution Non Commercial Share Alike 4.0 (cc-by-nc-sa-4.0)
- 语言:
- 印尼语 (ind)
- 缅甸语 (mya)
- 越南语 (vie)
- 任务类别: 跨语言摘要 (Cross Lingual Summarization)
- 标签: 跨语言摘要 (cross-lingual-summarization)
数据集描述
- 规模: 包含1,500+语言对的跨语言摘要样本。
- 内容: 文章以第一语言编写，摘要以第二语言编写。
- 支持语言对: 包括缅甸语、印尼语和越南语。
使用方法
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/crosssum", 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("crosssum", schema="seacrowd")
查看数据集的所有可用子集（配置名称）
print(sc.available_config_names("crosssum"))
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
引用
bibtex @inproceedings{bhattacharjee-etal-2023-crosssum, author = {Bhattacharjee, Abhik and Hasan, Tahmid and Ahmad, Wasi Uddin and Li, Yuan-Fang and Kang, Yong-Bin and Shahriyar, Rifat}, title = {CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs}, booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://aclanthology.org/2023.acl-long.143}, doi = {10.18653/v1/2023.acl-long.143}, pages = {2541--2564}, }
@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} }
