Datasets:
Tasks:
Multiple Choice
Modalities:
Text
Formats:
parquet
Sub-tasks:
multiple-choice-qa
Size:
1K - 10K
License:
| annotations_creators: | |
| - other | |
| language: | |
| - ar | |
| - bg | |
| - en | |
| - es | |
| - ro | |
| language_creators: | |
| - found | |
| license: | |
| - unknown | |
| multilinguality: | |
| - multilingual | |
| pretty_name: "QA4MRE: Question Answering for Machine Reading Evaluation" | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - multiple-choice | |
| task_ids: | |
| - multiple-choice-qa | |
| paperswithcode_id: null | |
| # 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:** 5.24 MB | |
| - **Size of the generated dataset:** 46.11 MB | |
| - **Total amount of disk used:** 51.35 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:** 0.21 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.EN | |
| - **Size of downloaded dataset files:** 0.19 MB | |
| - **Size of the generated dataset:** 1.50 MB | |
| - **Total amount of disk used:** 1.69 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### 2011.main.ES | |
| - **Size of downloaded dataset files:** 0.21 MB | |
| - **Size of the generated dataset:** 1.62 MB | |
| - **Total amount of disk used:** 1.82 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### 2011.main.IT | |
| - **Size of downloaded dataset files:** 0.20 MB | |
| - **Size of the generated dataset:** 1.59 MB | |
| - **Total amount of disk used:** 1.79 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### 2011.main.RO | |
| - **Size of downloaded dataset files:** 0.21 MB | |
| - **Size of the generated dataset:** 1.66 MB | |
| - **Total amount of disk used:** 1.87 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. | |