Datasets:

community-datasets
/

qa4mre

	---
	annotations_creators:
	- other
	language_creators:
	- found
	language:
	- ar
	- bg
	- de
	- en
	- es
	- it
	- ro
	license:
	- unknown
	multilinguality:
	- multilingual
	size_categories:
	- 1K<n<10K
	source_datasets:
	- original
	task_categories:
	- multiple-choice
	task_ids:
	- multiple-choice-qa
	pretty_name: 'QA4MRE: Question Answering for Machine Reading Evaluation'
	dataset_info:
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	configs:
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	data_files:
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	- config_name: 2012.main.IT
	data_files:
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	---

	# Dataset Card for "qa4mre"

	## 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.uned.es/clef-qa/repository/qa4mre.php
	- Repository: [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
	- Paper: [QA4MRE 2011-2013: Overview of Question Answering for Machine Reading Evaluation](https://link.springer.com/chapter/10.1007/978-3-642-40802-1_29)
	- 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: 5.49 MB
	- Size of the generated dataset: 48.35 MB
	- Total amount of disk used: 53.84 MB

	### Dataset Summary

	QA4MRE dataset was created for the CLEF 2011/2012/2013 shared tasks to promote research in
	question answering and reading comprehension. The dataset contains a supporting
	passage and a set of questions corresponding to the passage. Multiple options
	for answers are provided for each question, of which only one is correct. The
	training and test datasets are available for the main track.
	Additional gold standard documents are available for two pilot studies: one on
	alzheimers data, and the other on entrance exams data.

	### 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

	#### 2011.main.DE

	- Size of downloaded dataset files: 0.22 MB
	- Size of the generated dataset: 1.75 MB
	- Total amount of disk used: 1.97 MB

	An example of 'train' looks as follows.
	```

	```

	#### 2011.main.EN

	- Size of downloaded dataset files: 0.20 MB
	- Size of the generated dataset: 1.57 MB
	- Total amount of disk used: 1.77 MB

	An example of 'train' looks as follows.
	```

	```

	#### 2011.main.ES

	- Size of downloaded dataset files: 0.22 MB
	- Size of the generated dataset: 1.70 MB
	- Total amount of disk used: 1.91 MB

	An example of 'train' looks as follows.
	```

	```

	#### 2011.main.IT

	- Size of downloaded dataset files: 0.21 MB
	- Size of the generated dataset: 1.67 MB
	- Total amount of disk used: 1.88 MB

	An example of 'train' looks as follows.
	```

	```

	#### 2011.main.RO

	- Size of downloaded dataset files: 0.22 MB
	- Size of the generated dataset: 1.74 MB
	- Total amount of disk used: 1.96 MB

	An example of 'train' looks as follows.
	```

	```

	### Data Fields

	The data fields are the same among all splits.

	#### 2011.main.DE
	- `topic_id`: a `string` feature.
	- `topic_name`: a `string` feature.
	- `test_id`: a `string` feature.
	- `document_id`: a `string` feature.
	- `document_str`: a `string` feature.
	- `question_id`: a `string` feature.
	- `question_str`: a `string` feature.
	- `answer_options`: a dictionary feature containing:
	- `answer_id`: a `string` feature.
	- `answer_str`: a `string` feature.
	- `correct_answer_id`: a `string` feature.
	- `correct_answer_str`: a `string` feature.

	#### 2011.main.EN
	- `topic_id`: a `string` feature.
	- `topic_name`: a `string` feature.
	- `test_id`: a `string` feature.
	- `document_id`: a `string` feature.
	- `document_str`: a `string` feature.
	- `question_id`: a `string` feature.
	- `question_str`: a `string` feature.
	- `answer_options`: a dictionary feature containing:
	- `answer_id`: a `string` feature.
	- `answer_str`: a `string` feature.
	- `correct_answer_id`: a `string` feature.
	- `correct_answer_str`: a `string` feature.

	#### 2011.main.ES
	- `topic_id`: a `string` feature.
	- `topic_name`: a `string` feature.
	- `test_id`: a `string` feature.
	- `document_id`: a `string` feature.
	- `document_str`: a `string` feature.
	- `question_id`: a `string` feature.
	- `question_str`: a `string` feature.
	- `answer_options`: a dictionary feature containing:
	- `answer_id`: a `string` feature.
	- `answer_str`: a `string` feature.
	- `correct_answer_id`: a `string` feature.
	- `correct_answer_str`: a `string` feature.

	#### 2011.main.IT
	- `topic_id`: a `string` feature.
	- `topic_name`: a `string` feature.
	- `test_id`: a `string` feature.
	- `document_id`: a `string` feature.
	- `document_str`: a `string` feature.
	- `question_id`: a `string` feature.
	- `question_str`: a `string` feature.
	- `answer_options`: a dictionary feature containing:
	- `answer_id`: a `string` feature.
	- `answer_str`: a `string` feature.
	- `correct_answer_id`: a `string` feature.
	- `correct_answer_str`: a `string` feature.

	#### 2011.main.RO
	- `topic_id`: a `string` feature.
	- `topic_name`: a `string` feature.
	- `test_id`: a `string` feature.
	- `document_id`: a `string` feature.
	- `document_str`: a `string` feature.
	- `question_id`: a `string` feature.
	- `question_str`: a `string` feature.
	- `answer_options`: a dictionary feature containing:
	- `answer_id`: a `string` feature.
	- `answer_str`: a `string` feature.
	- `correct_answer_id`: a `string` feature.
	- `correct_answer_str`: a `string` feature.

	### Data Splits

	\| name \|train\|
	\|------------\|----:\|
	\|2011.main.DE\| 120\|
	\|2011.main.EN\| 120\|
	\|2011.main.ES\| 120\|
	\|2011.main.IT\| 120\|
	\|2011.main.RO\| 120\|

	## 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

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

	### Citation Information

	```
	@InProceedings{10.1007/978-3-642-40802-1_29,
	author="Pe{\~{n}}as, Anselmo
	and Hovy, Eduard
	and Forner, Pamela
	and Rodrigo, {\'A}lvaro
	and Sutcliffe, Richard
	and Morante, Roser",
	editor="Forner, Pamela
	and M{\"u}ller, Henning
	and Paredes, Roberto
	and Rosso, Paolo
	and Stein, Benno",
	title="QA4MRE 2011-2013: Overview of Question Answering for Machine Reading Evaluation",
	booktitle="Information Access Evaluation. Multilinguality, Multimodality, and Visualization",
	year="2013",
	publisher="Springer Berlin Heidelberg",
	address="Berlin, Heidelberg",
	pages="303--320",
	isbn="978-3-642-40802-1"
	}
	```

	### Contributions

	Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@albertvillanova](https://github.com/albertvillanova), [@mariamabarham](https://github.com/mariamabarham), [@thomwolf](https://github.com/thomwolf) for adding this dataset.