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DOI: 10.4121/66ab9ab1-a08a-4c63-bd92-d11e2c3c06f8

Salimzadeh, Sara; Gadiraju, Ujwal; Hauff, Claudia; Arie Van Deursen (2024): SpiderDec, the decomposed version of the Spider dev data set. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/66ab9ab1-a08a-4c63-bd92-d11e2c3c06f8.v1

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Categories

• Artificial Intelligence and Image Processing
• Information and Computing Sciences

Keywords

Corpus Annotation Natural Language Interface to Databases Semantic Parsing Text-to-SQL

Licence

Apache-2.0

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by Sara Salimzadeh , Ujwal Gadiraju , Claudia Hauff , Arie Van Deursen

SpiderDec is an extension of the Spider Dataset. The original Spider dataset split the data into training, development, and a hidden test set. For this new dataset, we manually decomposed the questions and corresponding queries within the development set of the Spider dataset, focusing on those with hard and extra hard SQL queries. The result of this effort is the creation of SpiderDec.

History

• 2024-07-01 first online, published, posted

Publisher

4TU.ResearchData

Format

SQL file

Associated peer-reviewed publication

Exploring the Feasibility of Crowd-Powered Decomposition of Complex User Questions in Text-to-SQL Tasks

References

• https://yale-lily.github.io/spider
• https://github.com/taoyds/spider

Funding

Organizations

TU Delft, Faculty of Electrical Engineering, Mathematics and Computer Sciences, Department of Software Technology
AI for Fintech Research Lab at ING Group