SEACrowd/xnli

XNLI是MNLI数据集的一个子集，包含数千个例子，已被翻译成14种不同的语言（包括一些资源较少的语言）。与MNLI一样，目标是预测文本蕴含（句子A是否蕴含/矛盾/既不蕴含也不矛盾句子B），这是一个分类任务（给定两个句子，预测三个标签中的一个）。

XNLI is a subset of a few thousand examples from MNLI which has been translated into a 14 different languages (some low-ish resource). As with MNLI, the goal is to predict textual entailment (does sentence A imply/contradict/neither sentence B) and is a classification task (given two sentences, predict one of three labels).

原始信息汇总

XNLI 数据集概述

基本信息

• 数据集名称: Xnli
• 许可证: Creative Commons Attribution Non Commercial 4.0 (cc-by-nc-4.0)
• 语言:
  • 泰语 (tha)
  • 越南语 (vie)
• 任务类别: 文本蕴含 (textual-entailment)

数据集描述

XNLI 是 MNLI 数据集的一个子集，包含数千个示例，已被翻译成 14 种不同的语言（其中一些是低资源语言）。与 MNLI 一样，目标是预测文本蕴含（句子 A 是否暗示/矛盾/既不暗示也不矛盾句子 B），这是一个分类任务（给定两个句子，预测三种标签之一）。

支持的任务

• 文本蕴含 (Textual Entailment)

数据集版本

• 源版本: 1.1.0
• SEACrowd 版本: 2024.06.20

引用

如果您在工作中使用了 Xnli 数据加载器，请引用以下内容：

@InProceedings{conneau2018xnli, author = "Conneau, Alexis and Rinott, Ruty and Lample, Guillaume and Williams, Adina and Bowman, Samuel R. and Schwenk, Holger and Stoyanov, Veselin", title = "XNLI: Evaluating Cross-lingual Sentence Representations", booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing", year = "2018", publisher = "Association for Computational Linguistics", location = "Brussels, Belgium", }

@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} }