README.md

metadata

annotations_creators:
  - expert-generated
language:
  - en
language_creators:
  - found
license:
  - unknown
multilinguality:
  - monolingual
pretty_name: Quora Question Pairs
size_categories:
  - 100K<n<1M
source_datasets:
  - original
task_categories:
  - text-classification
task_ids:
  - semantic-similarity-classification
paperswithcode_id: null
dataset_info:
  features:
    - name: questions
      sequence:
        - name: id
          dtype: int32
        - name: text
          dtype: string
    - name: is_duplicate
      dtype: bool
  splits:
    - name: train
      num_bytes: 58155622
      num_examples: 404290
  download_size: 58176133
  dataset_size: 58155622

Dataset Card for "quora"

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://www.kaggle.com/c/quora-question-pairs
• Repository: More Information Needed
• Paper: More Information Needed
• Point of Contact: More Information Needed
• Size of downloaded dataset files: 58.17 MB
• Size of the generated dataset: 58.15 MB
• Total amount of disk used: 116.33 MB

Dataset Summary

The Quora dataset is composed of question pairs, and the task is to determine if the questions are paraphrases of each other (have the same meaning).

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

default

• Size of downloaded dataset files: 58.17 MB
• Size of the generated dataset: 58.15 MB
• Total amount of disk used: 116.33 MB

An example of 'train' looks as follows.

{
    "is_duplicate": true,
    "questions": {
        "id": [1, 2],
        "text": ["Is this a sample question?", "Is this an example question?"]
    }
}

Data Fields

The data fields are the same among all splits.

default

• questions: a dictionary feature containing:
  • id: a int32 feature.
  • text: a string feature.
• is_duplicate: a bool feature.

Data Splits

name	train
default	404290

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

Unknown license.

Citation Information

Unknown.

Contributions

Thanks to @thomwolf, @ghomasHudson, @lewtun for adding this dataset.