Dataset Card for Spider

  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… See the full description on the dataset page: https://huggingface.co/datasets/xlangai/spider.

Spider-Realistic dataset is used for evaluation in the paper "Structure-Grounded Pretraining for Text-to-SQL". The dataset is created based on the dev split of the Spider dataset (2020-06-07 version from https://yale-lily.github.io/spider). We manually modified the original questions to remove the explicit mention of column names while keeping the SQL queries unchanged to better evaluate the model's capability in aligning the NL utterance and the DB schema. For more details, please check our paper at https://arxiv.org/abs/2010.12773.

Dataset Card for Spider Schema

  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. This dataset contains the 166 databases used in the Spider dataset.

  Yale Lily Spider Leaderboards

The leaderboard can be seen at https://yale-lily.github.io/spider

  Languages

The text in… See the full description on the dataset page: https://huggingface.co/datasets/richardr1126/spider-schema.

Dataset Card for Spider Context Validation

  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. This dataset was created to validate spider-fine-tuned LLMs with database context.

  Yale Lily Spider Leaderboards

The leaderboard can be seen at https://yale-lily.github.io/spider… See the full description on the dataset page: https://huggingface.co/datasets/richardr1126/spider-context-validation.

Dataset Card for Spider Skeleton Context Instruct

  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. This dataset was created to finetune LLMs in a ### Instruction: and ### Response: format with database context.

  Yale Lily Spider Leaderboards

The leaderboard can be seen at… See the full description on the dataset page: https://huggingface.co/datasets/richardr1126/spider-skeleton-context-instruct.

Dataset Card for Spider

  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… See the full description on the dataset page: https://huggingface.co/datasets/HusnaManakkot/new-spider-HM.

Link to original dataset: https://yale-lily.github.io/spider Yu, T., Zhang, R., Yang, K., Yasunaga, M., Wang, D., Li, Z., Ma, J., Li, I., Yao, Q., Roman, S. and Zhang, Z., 2018. Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task. arXiv preprint arXiv:1809.08887.

Dataset Card for Spider Context Validation

  Ranked Schema by ChatGPT

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.

  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.… See the full description on the dataset page: https://huggingface.co/datasets/richardr1126/spider-context-validation-ranked-schema.

Dataset Card for spider-ko: 한국어 Text-to-SQL 데이터셋

  데이터셋 요약

Spider-KO는 Yale University의 Spider 데이터셋을 한국어로 번역한 텍스트-SQL 변환 데이터셋입니다. 원본 Spider 데이터셋의 자연어 질문을 한국어로 번역하여 구성하였습니다. 이 데이터셋은 다양한 도메인의 데이터베이스에 대한 질의와 해당 SQL 쿼리를 포함하고 있으며, 한국어 Text-to-SQL 모델 개발 및 평가에 활용될 수 있습니다.

  지원 태스크 및 리더보드

text-to-sql: 한국어 자연어 질문을 SQL 쿼리로 변환하는 태스크에 사용됩니다.

  언어

데이터셋의 질문은 한국어(ko)로 번역되었으며, SQL 쿼리는 영어 기반으로 유지되었습니다. 원본 영어 질문도 함께 제공됩니다.

  데이터셋 구조





  데이터 필드

db_id… See the full description on the dataset page: https://huggingface.co/datasets/huggingface-KREW/spider-ko.