Datasets:
Tasks:
Text Classification
Sub-tasks:
semantic-similarity-classification
Languages:
English
Multilinguality:
monolingual
Size Categories:
100K<n<1M
Language Creators:
found
Annotations Creators:
expert-generated
Source Datasets:
original
License:
Dataset Card for "quora"
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
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: 55.48 MB
- Size of the generated dataset: 55.46 MB
- Total amount of disk used: 110.94 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
Languages
Dataset Structure
We show detailed information for up to 5 configurations of the dataset.
Data Instances
default
- Size of downloaded dataset files: 55.48 MB
- Size of the generated dataset: 55.46 MB
- Total amount of disk used: 110.94 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: aint32feature.text: astringfeature.
is_duplicate: aboolfeature.
Data Splits Sample Size
| name | train |
|---|---|
| default | 404290 |
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
Thanks to @thomwolf, @ghomasHudson, @lewtun for adding this dataset.