SEACrowd/m3ls
收藏M3Ls 数据集概述
数据集简介
M3Ls（多语言多模态摘要数据集）包含超过一百万个文档-图像对，每个对都附有专业注释的多模态摘要。该数据集源自英国广播公司（BBC）在过去十年中发布的文章，涵盖20种语言，其中印尼语是唯一包含的东南亚语言。
语言
- 印尼语（ind）
支持的任务
- 摘要生成
- 图像描述
数据集使用
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/m3ls", 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("m3ls", schema="seacrowd")
查看数据集的所有可用子集（配置名称）
print(sc.available_config_names("m3ls"))
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/anubhav-jangra/M3LS/tree/main
数据集版本
- 源版本：1.0.0
- SEACrowd版本：2024.06.20
数据集许可证
MIT (mit)
引用
plaintext @inproceedings{verma-etal-2023-large, title = "Large Scale Multi-Lingual Multi-Modal Summarization Dataset", author = "Verma, Yash and Jangra, Anubhav and Verma, Raghvendra and Saha, Sriparna", editor = "Vlachos, Andreas and Augenstein, Isabelle", booktitle = "Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics", month = may, year = "2023", address = "Dubrovnik, Croatia", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2023.eacl-main.263", doi = "10.18653/v1/2023.eacl-main.263", pages = "3620--3632", }
@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} }
