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README.md

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+# Dataset Card for Spider
+Table of Contents
+Dataset Description
+Dataset Summary
+Supported Tasks and Leaderboards
+Languages
+Dataset Structure
+Data Instances
+Data Fields
+Data Splits
+Dataset Creation
+Curation Rationale
+Source Data
+Annotations
+Personal and Sensitive Information
+Considerations for Using the Data
+Social Impact of Dataset
+Discussion of Biases
+Other Known Limitations
+Additional Information
+Dataset Curators
+Licensing Information
+Citation Information
+Contributions
+Dataset Description
+Homepage: https://yale-lily.github.io/spider
+Repository: https://github.com/taoyds/spider
+Paper: https://www.aclweb.org/anthology/D18-1425/
+Point of Contact: Yale LILY
+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
+
+Supported Tasks and Leaderboards
+The leaderboard can be seen at https://yale-lily.github.io/spider
+
+Languages
+The text in the dataset is in English.
+
+Dataset Structure
+Data Instances
+What do the instances that comprise the dataset represent?
+
+Each instance is natural language question and the equivalent SQL query
+
+How many instances are there in total?
+
+What data does each instance consist of?
+
+[More Information Needed]
+
+Data Fields
+db_id: Database name
+question: Natural language to interpret into SQL
+query: Target SQL query
+query_toks: List of tokens for the query
+query_toks_no_value: List of tokens for the query
+question_toks: List of tokens for the question
+Data Splits
+train: 7000 questions and SQL query pairs dev: 1034 question and SQL query pairs
+
+[More Information Needed]
+
+Dataset Creation
+Curation Rationale
+[More Information Needed]
+
+Source Data
+Initial Data Collection and Normalization
+Who are the source language producers?
+[More Information Needed]
+
+Annotations
+The dataset was annotated by 11 college students at Yale University
+
+Annotation process
+Who are the annotators?
+Personal and Sensitive Information
+[More Information Needed]
+
+Considerations for Using the Data
+Social Impact of Dataset
+Discussion of Biases
+[More Information Needed]
+
+Other Known Limitations
+Additional Information
+The listed authors in the homepage are maintaining/supporting the dataset.
+
+Dataset Curators
+[More Information Needed]
+
+Licensing Information
+The spider dataset is licensed under the CC BY-SA 4.0
+
+[More Information Needed]
+
+Citation Information
+@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}
+}