richardr1126/spider-context-instruct

---
language:
- en
license:
- cc-by-4.0
source_datasets:
- spider
pretty_name: Spider Context Instruct
tags:
- text-to-sql
- SQL
- Spider
- fine-tune
dataset_info:
features:
- name: db_id
dtype: string
- name: text
dtype: string
---

# Dataset Card for Spider Context Instruct

### Dataset Summary

Spider is a large-scale complex and cross-domain semantic parsing and text-to-SQL dataset annotated by 11 Yale students
The goal of the Spider challenge is to develop natural language interfaces to cross-domain databases.

This dataset was created to finetune LLMs in a `### Instruction:` and `### Response:` format with database context.

### Yale Lily Spider Leaderboards

The leaderboard can be seen at https://yale-lily.github.io/spider

### Languages

The text in the dataset is in English.

### Licensing Information

The spider dataset is licensed under
the [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/legalcode)

### Citation
```
@article{yu2018spider,
title={Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task},
author={Yu, Tao and Zhang, Rui and Yang, Kai and Yasunaga, Michihiro and Wang, Dongxu and Li, Zifan and Ma, James and Li, Irene and Yao, Qingning and Roman, Shanelle and others},
journal={arXiv preprint arXiv:1809.08887},
year={2018}
}
```

原始信息汇总

数据集概述

数据集名称

Spider Context Instruct

数据集简介

Spider是一个大规模、复杂且跨领域的语义解析和文本到SQL的数据集，由11名耶鲁大学学生标注。该数据集旨在开发用于跨领域数据库的自然语言接口。

数据集用途

用于微调LLMs（大型语言模型），采用### Instruction:和### Response:格式，并包含数据库上下文。

数据集特征

• db_id: 数据类型为字符串
• text: 数据类型为字符串

语言

数据集中的文本语言为英语。

许可证

数据集根据CC BY-SA 4.0许可发布。

引用信息

@article{yu2018spider, title={Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task}, author={Yu, Tao and Zhang, Rui and Yang, Kai and Yasunaga, Michihiro and Wang, Dongxu and Li, Zifan and Ma, James and Li, Irene and Yao, Qingning and Roman, Shanelle and others}, journal={arXiv preprint arXiv:1809.08887}, year={2018} }