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vaishali/spider-tableQA

The spider‑tableQA dataset is a resource designed for multi‑table question answering tasks, containing a total of 7,700 samples across training and validation splits. Each sample includes a query, question, table name, table content, answer, source and target. The dataset is intended for training and evaluating QA models capable of handling multi‑table operations, with an emphasis on generating tabular answers.

Updated 2/21/2024
hugging_face

Description

Dataset Overview

Dataset Configuration

  • default configuration:
    • training set: path data/train-*
    • validation set: path data/validation-*

Dataset Information

  • features:

    • query: string type
    • question: string type
    • table_names: sequence of strings
    • tables: sequence of strings
    • answer: string type
    • source: string type
    • target: string type
  • splits:

    • training set:
      • Bytes: 2203191673
      • Sample Count: 6715
    • validation set:
      • Bytes: 434370435
      • Sample Count: 985
  • download size: 535322409 bytes

  • dataset size: 2637562108 bytes

Task Category

  • table-question-answering

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Topics

Table Question Answering
Natural Language Processing

Source

Organization: hugging_face

Created: Unknown

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