|
--- |
|
--- |
|
|
|
# Dataset Card for "drop" |
|
|
|
## Table of Contents |
|
- [Dataset Description](#dataset-description) |
|
- [Dataset Summary](#dataset-summary) |
|
- [Supported Tasks](#supported-tasks) |
|
- [Languages](#languages) |
|
- [Dataset Structure](#dataset-structure) |
|
- [Data Instances](#data-instances) |
|
- [Data Fields](#data-fields) |
|
- [Data Splits Sample Size](#data-splits-sample-size) |
|
- [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](#dataset-description) |
|
|
|
- **Homepage:** [https://allennlp.org/drop](https://allennlp.org/drop) |
|
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
- **Size of downloaded dataset files:** 7.92 MB |
|
- **Size of the generated dataset:** 105.77 MB |
|
- **Total amount of disk used:** 113.69 MB |
|
|
|
### [Dataset Summary](#dataset-summary) |
|
|
|
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs. |
|
. DROP is a crowdsourced, adversarially-created, 96k-question benchmark, in which a system must resolve references in a |
|
question, perhaps to multiple input positions, and perform discrete operations over them (such as addition, counting, or |
|
sorting). These operations require a much more comprehensive understanding of the content of paragraphs than what was |
|
necessary for prior datasets. |
|
|
|
### [Supported Tasks](#supported-tasks) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### [Languages](#languages) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## [Dataset Structure](#dataset-structure) |
|
|
|
We show detailed information for up to 5 configurations of the dataset. |
|
|
|
### [Data Instances](#data-instances) |
|
|
|
#### default |
|
|
|
- **Size of downloaded dataset files:** 7.92 MB |
|
- **Size of the generated dataset:** 105.77 MB |
|
- **Total amount of disk used:** 113.69 MB |
|
|
|
An example of 'validation' looks as follows. |
|
``` |
|
This example was too long and was cropped: |
|
|
|
{ |
|
"answers_spans": { |
|
"spans": ["Chaz Schilens"] |
|
}, |
|
"passage": "\" Hoping to rebound from their loss to the Patriots, the Raiders stayed at home for a Week 16 duel with the Houston Texans. Oak...", |
|
"question": "Who scored the first touchdown of the game?" |
|
} |
|
``` |
|
|
|
### [Data Fields](#data-fields) |
|
|
|
The data fields are the same among all splits. |
|
|
|
#### default |
|
- `passage`: a `string` feature. |
|
- `question`: a `string` feature. |
|
- `answers_spans`: a dictionary feature containing: |
|
- `spans`: a `string` feature. |
|
|
|
### [Data Splits Sample Size](#data-splits-sample-size) |
|
|
|
| name |train|validation| |
|
|-------|----:|---------:| |
|
|default|77409| 9536| |
|
|
|
## [Dataset Creation](#dataset-creation) |
|
|
|
### [Curation Rationale](#curation-rationale) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### [Source Data](#source-data) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### [Annotations](#annotations) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### [Personal and Sensitive Information](#personal-and-sensitive-information) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## [Considerations for Using the Data](#considerations-for-using-the-data) |
|
|
|
### [Social Impact of Dataset](#social-impact-of-dataset) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### [Discussion of Biases](#discussion-of-biases) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### [Other Known Limitations](#other-known-limitations) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## [Additional Information](#additional-information) |
|
|
|
### [Dataset Curators](#dataset-curators) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### [Licensing Information](#licensing-information) |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### [Citation Information](#citation-information) |
|
|
|
``` |
|
@inproceedings{Dua2019DROP, |
|
author={Dheeru Dua and Yizhong Wang and Pradeep Dasigi and Gabriel Stanovsky and Sameer Singh and Matt Gardner}, |
|
title={ {DROP}: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs}, |
|
booktitle={Proc. of NAACL}, |
|
year={2019} |
|
} |
|
|
|
``` |
|
|
|
|
|
### Contributions |
|
|
|
Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf), [@mariamabarham](https://github.com/mariamabarham), [@lewtun](https://github.com/lewtun) for adding this dataset. |
