SEACrowd/snli_indo

SNLI Indo数据集是通过将SNLI语料库中的前提和假设句子从英语翻译成印度尼西亚语构建的。前提句子是从Flickr爬取的图像标题，假设句子是通过众包手动创建的。每个句子对由五名注释者标注推理关系，标注为蕴含（真）、矛盾（假）或中立（未确定）。数据集支持的任务是文本蕴含（Textual Entailment）。

The SNLI Indo dataset is derived from the SNLI corpus by translating each premise and hypothesis sentence from English to Indonesia via the Google Cloud Translation API. Premise sentences are crawled image captions from Flickr, and hypothesis sentences are manually created through crowdsourcing. Five annotators are assigned per sentence pair to label the inference relationship as entailment (true), contradiction (false) or neutral (undetermined). The dataset supports the task of Textual Entailment.

原始信息汇总

SNLI Indo 数据集

概述

SNLI Indo 数据集是从 SNLI 语料库衍生出来的，通过 Google Cloud Translation API 将每个前提和假设句子从英语翻译成印度尼西亚语。前提句子是从 Flickr 爬取的图像描述，假设句子通过众包手动创建。每个句子对由五名标注者进行标注，标注推理关系为蕴含（true）、矛盾（false）或中性（undetermined）。

语言

• 印度尼西亚语 (ind)

支持的任务

• 文本蕴含 (Textual Entailment)

数据集版本

• 源版本: 1.0.0
• SEACrowd 版本: 2024.06.20

数据集许可证

• Creative Commons Attribution 4.0 (cc-by-4.0)

引用

如果使用 Snli Indo 数据集，请引用以下内容：

@article{suwija2023snli, author = "Suwija Putra, I Made and Siahaan, Daniel and Saikhu, Ahmad", title = "SNLI Indo: A recognizing textual entailment dataset in Indonesian derived from the Stanford Natural Language Inference dataset" year = "2024", journal = "Data in Brief", volume = "52", pages = "109998", publisher = "Elsevier", doi = "https://doi.org/10.1016/j.dib.2023.109998", url = "https://www.sciencedirect.com/science/article/pii/S2352340923010284", }

@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} }