SEACrowd/vitext2sql

这是第一个公开的大规模越南语Text-to-SQL语义解析数据集。该数据集是通过手动将Spider数据集翻译成越南语创建的。

原始信息汇总

Vitext2Sql 数据集概述

基本信息

• 名称: Vitext2Sql
• 语言: 越南语 (vie)
• 任务类别: 机器翻译
• 标签: 机器翻译
• 许可证: 其他 (others)

数据集描述

• 来源: 该数据集是第一个公开的大规模越南语文本到SQL语义解析数据集。
• 创建方式: 通过手动将Spider数据集翻译成越南语创建。

使用方法

使用 datasets 库

python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/vitext2sql", 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("vitext2sql", schema="seacrowd")

查看数据集的所有可用子集（配置名称）

print(sc.available_config_names("vitext2sql"))

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

许可证

• 使用限制:
  1. 仅用于研究或教育目的。
  2. 不得以任何原始或修改形式分发数据集或其部分。
  3. 在使用数据集帮助生成已发表结果时，引用EMNLP-2020 Findings论文。

引用

plaintext @inproceedings{nguyen2020vitext2sql, title = {{A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese}}, author = {Anh Tuan Nguyen and Mai Hoang Dao and Dat Quoc Nguyen}, booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2020}, year = {2020}, pages = {4079--4085} }

@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} }