
# Dataset Card for QaZre

## Table of Contents
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-fields)
  - [Data Splits](#data-splits)
- [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

- **Homepage:** [http://nlp.cs.washington.edu/zeroshot](http://nlp.cs.washington.edu/zeroshot)
- **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:** 516.06 MB
- **Size of the generated dataset:** 2.09 GB
- **Total amount of disk used:** 2.60 GB

### Dataset Summary

A dataset reducing relation extraction to simple reading comprehension questions

### Supported Tasks and Leaderboards

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Languages

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

## Dataset Structure

### Data Instances

#### default

- **Size of downloaded dataset files:** 516.06 MB
- **Size of the generated dataset:** 2.09 GB
- **Total amount of disk used:** 2.60 GB

An example of 'validation' looks as follows.
```
{
    "answers": [],
    "context": "answer",
    "question": "What is XXX in this question?",
    "relation": "relation_name",
    "subject": "Some entity Here is a bit of context which will explain the question in some way"
}
```

### Data Fields

The data fields are the same among all splits.

#### default
- `relation`: a `string` feature.
- `question`: a `string` feature.
- `subject`: a `string` feature.
- `context`: a `string` feature.
- `answers`: a `list` of `string` features.

### Data Splits

| name    |   train | validation |   test |
|---------|--------:|-----------:|-------:|
| default | 8400000 |       6000 | 120000 |

## Dataset Creation

### Curation Rationale

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

#### Who are the source language producers?

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Annotations

#### Annotation process

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

#### Who are the annotators?

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### 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

### 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

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Other Known Limitations

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

## Additional Information

### Dataset Curators

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Licensing Information

Unknown.

### Citation Information

```
@inproceedings{levy-etal-2017-zero,
    title = "Zero-Shot Relation Extraction via Reading Comprehension",
    author = "Levy, Omer  and
      Seo, Minjoon  and
      Choi, Eunsol  and
      Zettlemoyer, Luke",
    booktitle = "Proceedings of the 21st Conference on Computational Natural Language Learning ({C}o{NLL} 2017)",
    month = aug,
    year = "2017",
    address = "Vancouver, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/K17-1034",
    doi = "10.18653/v1/K17-1034",
    pages = "333--342",
}

```


### Contributions

Thanks to [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq), [@ghomasHudson](https://github.com/ghomasHudson), [@lewtun](https://github.com/lewtun) for adding this dataset.
task_categories:question-answering annotations_creators:no-annotation language_creators:expert-generated multilinguality:monolingual size_categories:1M<n<10M source_datasets:original language:en license:unknown zero-shot-relation-extraction region:us
{"annotations_creators": ["no-annotation"], "language_creators": ["expert-generated"], "language": ["en"], "license": ["unknown"], "multilinguality": ["monolingual"], "size_categories": ["1M<n<10M"], "source_datasets": ["original"], "task_categories": ["question-answering"], "task_ids": [], "pretty_name": "QaZre", "tags": ["zero-shot-relation-extraction"], "dataset_info": {"features": [{"name": "relation", "dtype": "string"}, {"name": "question", "dtype": "string"}, {"name": "subject", "dtype": "string"}, {"name": "context", "dtype": "string"}, {"name": "answers", "sequence": "string"}], "splits": [{"name": "test", "num_bytes": 29410194, "num_examples": 120000}, {"name": "validation", "num_bytes": 1481430, "num_examples": 6000}, {"name": "train", "num_bytes": 2054954011, "num_examples": 8400000}], "download_size": 516061636, "dataset_size": 2085845635}}
TAGS
#task_categories-question-answering #annotations_creators-no-annotation #language_creators-expert-generated #multilinguality-monolingual #size_categories-1M<n<10M #source_datasets-original #language-English #license-unknown #zero-shot-relation-extraction #region-us 

Dataset Card for QaZre
======================


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: URL
* Repository:
* Paper:
* Point of Contact:
* Size of downloaded dataset files: 516.06 MB
* Size of the generated dataset: 2.09 GB
* Total amount of disk used: 2.60 GB


### Dataset Summary


A dataset reducing relation extraction to simple reading comprehension questions


### Supported Tasks and Leaderboards


### Languages


Dataset Structure
-----------------


### Data Instances


#### default


* Size of downloaded dataset files: 516.06 MB
* Size of the generated dataset: 2.09 GB
* Total amount of disk used: 2.60 GB


An example of 'validation' looks as follows.


### Data Fields


The data fields are the same among all splits.


#### default


* 'relation': a 'string' feature.
* 'question': a 'string' feature.
* 'subject': a 'string' feature.
* 'context': a 'string' feature.
* 'answers': a 'list' of 'string' features.


### Data Splits



Dataset Creation
----------------


### Curation Rationale


### Source Data


#### Initial Data Collection and Normalization


#### Who are the source language producers?


### Annotations


#### Annotation process


#### Who are the annotators?


### 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


Unknown.


### Contributions


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



### Dataset Summary


A dataset reducing relation extraction to simple reading comprehension questions ### Supported Tasks and Leaderboards ### Languages


Dataset Structure
----------------- ### Data Instances #### default


* Size of downloaded dataset files: 516.06 MB
* Size of the generated dataset: 2.09 GB
* Total amount of disk used: 2.60 GB


An example of 'validation' looks as follows. ### Data Fields


The data fields are the same among all splits. #### default


* 'relation': a 'string' feature.
* 'question': a 'string' feature.
* 'subject': a 'string' feature.
* 'context': a 'string' feature.
* 'answers': a 'list' of 'string' features. ### Data Splits



Dataset Creation
---------------- ### Curation Rationale ### Source Data #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### 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


Unknown. ### Contributions


Thanks to @thomwolf, @lhoestq, @ghomasHudson, @lewtun for adding this dataset.
TAGS
#task_categories-question-answering #annotations_creators-no-annotation #language_creators-expert-generated #multilinguality-monolingual #size_categories-1M<n<10M #source_datasets-original #language-English #license-unknown #zero-shot-relation-extraction #region-us 
 ### Dataset Summary


A dataset reducing relation extraction to simple reading comprehension questions ### Supported Tasks and Leaderboards ### Languages


Dataset Structure
----------------- ### Data Instances #### default


* Size of downloaded dataset files: 516.06 MB
* Size of the generated dataset: 2.09 GB
* Total amount of disk used: 2.60 GB


An example of 'validation' looks as follows. ### Data Fields


The data fields are the same among all splits. #### default


* 'relation': a 'string' feature.
* 'question': a 'string' feature.
* 'subject': a 'string' feature.
* 'context': a 'string' feature.
* 'answers': a 'list' of 'string' features. ### Data Splits



Dataset Creation
---------------- ### Curation Rationale ### Source Data #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### 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


Unknown. ### Contributions


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