Duplicate from xlangai/spider

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README.md

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+---
+annotations_creators:
+- expert-generated
+language_creators:
+- expert-generated
+- machine-generated
+language:
+- en
+license:
+- cc-by-sa-4.0
+multilinguality:
+- monolingual
+size_categories:
+- 1K<n<10K
+source_datasets:
+- original
+task_categories:
+- text2text-generation
+task_ids: []
+paperswithcode_id: spider-1
+pretty_name: Spider
+tags:
+- text-to-sql
+dataset_info:
+  config_name: spider
+  features:
+  - name: db_id
+    dtype: string
+  - name: query
+    dtype: string
+  - name: question
+    dtype: string
+  - name: query_toks
+    sequence: string
+  - name: query_toks_no_value
+    sequence: string
+  - name: question_toks
+    sequence: string
+  splits:
+  - name: train
+    num_bytes: 4743786
+    num_examples: 7000
+  - name: validation
+    num_bytes: 682090
+    num_examples: 1034
+  download_size: 957246
+  dataset_size: 5425876
+configs:
+- config_name: spider
+  data_files:
+  - split: train
+    path: spider/train-*
+  - split: validation
+    path: spider/validation-*
+  default: true
+---
+
+
+# Dataset Card for Spider
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Homepage:** https://yale-lily.github.io/spider
+- **Repository:** https://github.com/taoyds/spider
+- **Paper:** https://www.aclweb.org/anthology/D18-1425/
+- **Paper:** https://arxiv.org/abs/1809.08887
+- **Point of Contact:** [Yale LILY](https://yale-lily.github.io/)
+
+### 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](https://creativecommons.org/licenses/by-sa/4.0/legalcode)
+
+[More Information Needed]
+
+### Citation Information
+
+```
+@inproceedings{yu-etal-2018-spider,
+    title = "{S}pider: 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
+      Zhang, Zilin  and
+      Radev, Dragomir",
+    editor = "Riloff, Ellen  and
+      Chiang, David  and
+      Hockenmaier, Julia  and
+      Tsujii, Jun{'}ichi",
+    booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
+    month = oct # "-" # nov,
+    year = "2018",
+    address = "Brussels, Belgium",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/D18-1425",
+    doi = "10.18653/v1/D18-1425",
+    pages = "3911--3921",
+    archivePrefix={arXiv},
+    eprint={1809.08887},
+    primaryClass={cs.CL},
+}
+```
+
+### Contributions
+
+Thanks to [@olinguyen](https://github.com/olinguyen) for adding this dataset.

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