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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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+
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+ # Dataset Card for Spider Context Validation
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+
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+ ### Ranked Schema by ChatGPT
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+
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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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+
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+ ### Dataset Summary
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+
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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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+
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+ This dataset was created to validate spider-fine-tuned LLMs with database context.
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+
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+ ### Yale Lily Spider Leaderboards
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+
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+ The leaderboard can be seen at https://yale-lily.github.io/spider
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+
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+ ### Languages
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+
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+ The text in the dataset is in English.
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+
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+ ### Licensing Information
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+
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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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+
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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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+ ```