SEACrowd/coco_35l
收藏COCO-35L 数据集概述
基本信息
- 名称: Coco 35L
- 许可证: Creative Commons Attribution 4.0 (cc-by-4.0)
- 语言: fil, ind, tha, vie
- 任务类别: 图像描述生成 (Image Captioning)
数据集描述
- 来源: 通过Google的机器翻译API将COCO Captions (Chen et al., 2015)翻译成其他34种语言生成的图像描述数据集。
- 数据量: 152520个图像ID未在COCO 2014训练描述中找到。验证集正常使用COCO 2014训练和验证集。
数据集版本
- 源版本: 1.0.0
- SEACrowd版本: 2024.06.20
数据集使用
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/coco_35l", 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("coco_35l", schema="seacrowd")
检查数据集的所有可用子集（配置名称）
print(sc.available_config_names("coco_35l"))
使用特定配置加载数据集
dset = sc.load_dataset_by_config_name(config_name="<config_name>")
引用
bibtex @inproceedings{thapliyal-etal-2022-crossmodal, title = "Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset", author = "Thapliyal, Ashish V. and Pont Tuset, Jordi and Chen, Xi and Soricut, Radu", editor = "Goldberg, Yoav and Kozareva, Zornitsa and Zhang, Yue", booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing", month = dec, year = "2022", address = "Abu Dhabi, United Arab Emirates", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2022.emnlp-main.45", doi = "10.18653/v1/2022.emnlp-main.45", pages = "715--729", }
@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} }
