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README.md
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---
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language:
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- en
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license:
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- cc-by-4.0
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source_datasets:
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- spider
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pretty_name: Spider Context Validation Schema Ranked
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tags:
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- text-to-sql
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- SQL
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- spider
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- validation
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- eval
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- spider-eval
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dataset_info:
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features:
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- name: db_id
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dtype: string
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- name: prompt
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dtype: string
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- name: ground_truth
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dtype: string
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---
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# Dataset Card for Spider Context Validation
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### Ranked Schema by ChatGPT
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The database context used here is generated from ChatGPT after telling it to reorder the schema with the most relevant columns in the beginning of the db_info.
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### Dataset Summary
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Spider is a large-scale complex and cross-domain semantic parsing and text-to-SQL dataset annotated by 11 Yale students
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The goal of the Spider challenge is to develop natural language interfaces to cross-domain databases.
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This dataset was created to validate spider-fine-tuned LLMs with database context.
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### Yale Lily Spider Leaderboards
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The leaderboard can be seen at https://yale-lily.github.io/spider
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### Languages
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The text in the dataset is in English.
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### Licensing Information
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The spider dataset is licensed under
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the [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/legalcode)
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### Citation
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```
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@article{yu2018spider,
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title={Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task},
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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},
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journal={arXiv preprint arXiv:1809.08887},
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year={2018}
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}
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```
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