| --- |
| pretty_name: MLQA (MultiLingual Question Answering) |
| language: |
| - en |
| - de |
| - es |
| - ar |
| - zh |
| - vi |
| - hi |
| license: |
| - cc-by-sa-3.0 |
| source_datasets: |
| - original |
| size_categories: |
| - 10K<n<100K |
| language_creators: |
| - crowdsourced |
| annotations_creators: |
| - crowdsourced |
| multilinguality: |
| - multilingual |
| task_categories: |
| - question-answering |
| task_ids: |
| - extractive-qa |
| paperswithcode_id: mlqa |
| dataset_info: |
| - config_name: mlqa-translate-test.ar |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 5478440 |
| num_examples: 5335 |
| download_size: 2832829 |
| dataset_size: 5478440 |
| - config_name: mlqa-translate-test.de |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 3879223 |
| num_examples: 4517 |
| download_size: 2135683 |
| dataset_size: 3879223 |
| - config_name: mlqa-translate-test.es |
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| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
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| - name: test |
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| - config_name: mlqa-translate-test.hi |
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| - name: question |
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| - name: answers |
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| - name: answer_start |
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| - name: text |
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| - name: id |
| dtype: string |
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| - config_name: mlqa-translate-test.vi |
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| - name: question |
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| - name: answers |
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| - name: answers |
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| - name: answers |
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| - name: answers |
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| - name: answers |
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| - config_name: mlqa.ar.en |
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| - config_name: mlqa.ar.hi |
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| - config_name: mlqa.ar.zh |
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| - name: validation |
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| - name: validation |
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| num_bytes: 402817 |
| num_examples: 186 |
| download_size: 75719050 |
| dataset_size: 4777190 |
| - config_name: mlqa.hi.de |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2961556 |
| num_examples: 1430 |
| - name: validation |
| num_bytes: 294325 |
| num_examples: 163 |
| download_size: 75719050 |
| dataset_size: 3255881 |
| - config_name: mlqa.hi.en |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 11245629 |
| num_examples: 4918 |
| - name: validation |
| num_bytes: 1076115 |
| num_examples: 507 |
| download_size: 75719050 |
| dataset_size: 12321744 |
| - config_name: mlqa.hi.es |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 3789337 |
| num_examples: 1723 |
| - name: validation |
| num_bytes: 412469 |
| num_examples: 187 |
| download_size: 75719050 |
| dataset_size: 4201806 |
| - config_name: mlqa.hi.hi |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 11606982 |
| num_examples: 4918 |
| - name: validation |
| num_bytes: 1115055 |
| num_examples: 507 |
| download_size: 75719050 |
| dataset_size: 12722037 |
| - config_name: mlqa.hi.vi |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 4664436 |
| num_examples: 1947 |
| - name: validation |
| num_bytes: 411654 |
| num_examples: 177 |
| download_size: 75719050 |
| dataset_size: 5076090 |
| - config_name: mlqa.hi.zh |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 4281309 |
| num_examples: 1767 |
| - name: validation |
| num_bytes: 416192 |
| num_examples: 189 |
| download_size: 75719050 |
| dataset_size: 4697501 |
| - config_name: mlqa.vi.ar |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 3164094 |
| num_examples: 2047 |
| - name: validation |
| num_bytes: 226724 |
| num_examples: 163 |
| download_size: 75719050 |
| dataset_size: 3390818 |
| - config_name: mlqa.vi.de |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2189315 |
| num_examples: 1675 |
| - name: validation |
| num_bytes: 272794 |
| num_examples: 182 |
| download_size: 75719050 |
| dataset_size: 2462109 |
| - config_name: mlqa.vi.en |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 7727204 |
| num_examples: 5495 |
| - name: validation |
| num_bytes: 707925 |
| num_examples: 511 |
| download_size: 75719050 |
| dataset_size: 8435129 |
| - config_name: mlqa.vi.es |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2822481 |
| num_examples: 2018 |
| - name: validation |
| num_bytes: 279235 |
| num_examples: 189 |
| download_size: 75719050 |
| dataset_size: 3101716 |
| - config_name: mlqa.vi.hi |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2738045 |
| num_examples: 1947 |
| - name: validation |
| num_bytes: 251470 |
| num_examples: 177 |
| download_size: 75719050 |
| dataset_size: 2989515 |
| - config_name: mlqa.vi.vi |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 7807045 |
| num_examples: 5495 |
| - name: validation |
| num_bytes: 715291 |
| num_examples: 511 |
| download_size: 75719050 |
| dataset_size: 8522336 |
| - config_name: mlqa.vi.zh |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 2947458 |
| num_examples: 1943 |
| - name: validation |
| num_bytes: 265154 |
| num_examples: 184 |
| download_size: 75719050 |
| dataset_size: 3212612 |
| - config_name: mlqa.zh.ar |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1697005 |
| num_examples: 1912 |
| - name: validation |
| num_bytes: 171743 |
| num_examples: 188 |
| download_size: 75719050 |
| dataset_size: 1868748 |
| - config_name: mlqa.zh.de |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1356268 |
| num_examples: 1621 |
| - name: validation |
| num_bytes: 170686 |
| num_examples: 190 |
| download_size: 75719050 |
| dataset_size: 1526954 |
| - config_name: mlqa.zh.en |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 4353361 |
| num_examples: 5137 |
| - name: validation |
| num_bytes: 437016 |
| num_examples: 504 |
| download_size: 75719050 |
| dataset_size: 4790377 |
| - config_name: mlqa.zh.es |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1697983 |
| num_examples: 1947 |
| - name: validation |
| num_bytes: 134693 |
| num_examples: 161 |
| download_size: 75719050 |
| dataset_size: 1832676 |
| - config_name: mlqa.zh.hi |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1547159 |
| num_examples: 1767 |
| - name: validation |
| num_bytes: 180928 |
| num_examples: 189 |
| download_size: 75719050 |
| dataset_size: 1728087 |
| - config_name: mlqa.zh.vi |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 1770535 |
| num_examples: 1943 |
| - name: validation |
| num_bytes: 169651 |
| num_examples: 184 |
| download_size: 75719050 |
| dataset_size: 1940186 |
| - config_name: mlqa.zh.zh |
| features: |
| - name: context |
| dtype: string |
| - name: question |
| dtype: string |
| - name: answers |
| sequence: |
| - name: answer_start |
| dtype: int32 |
| - name: text |
| dtype: string |
| - name: id |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 4324740 |
| num_examples: 5137 |
| - name: validation |
| num_bytes: 433960 |
| num_examples: 504 |
| download_size: 75719050 |
| dataset_size: 4758700 |
| configs: |
| - config_name: mlqa-translate-test.ar |
| data_files: |
| - split: test |
| path: mlqa-translate-test.ar/test-* |
| - config_name: mlqa-translate-test.de |
| data_files: |
| - split: test |
| path: mlqa-translate-test.de/test-* |
| - config_name: mlqa-translate-test.es |
| data_files: |
| - split: test |
| path: mlqa-translate-test.es/test-* |
| - config_name: mlqa-translate-test.hi |
| data_files: |
| - split: test |
| path: mlqa-translate-test.hi/test-* |
| - config_name: mlqa-translate-test.vi |
| data_files: |
| - split: test |
| path: mlqa-translate-test.vi/test-* |
| - config_name: mlqa-translate-test.zh |
| data_files: |
| - split: test |
| path: mlqa-translate-test.zh/test-* |
| - config_name: mlqa-translate-train.ar |
| data_files: |
| - split: train |
| path: mlqa-translate-train.ar/train-* |
| - split: validation |
| path: mlqa-translate-train.ar/validation-* |
| - config_name: mlqa-translate-train.de |
| data_files: |
| - split: train |
| path: mlqa-translate-train.de/train-* |
| - split: validation |
| path: mlqa-translate-train.de/validation-* |
| - config_name: mlqa-translate-train.es |
| data_files: |
| - split: train |
| path: mlqa-translate-train.es/train-* |
| - split: validation |
| path: mlqa-translate-train.es/validation-* |
| - config_name: mlqa-translate-train.hi |
| data_files: |
| - split: train |
| path: mlqa-translate-train.hi/train-* |
| - split: validation |
| path: mlqa-translate-train.hi/validation-* |
| - config_name: mlqa-translate-train.vi |
| data_files: |
| - split: train |
| path: mlqa-translate-train.vi/train-* |
| - split: validation |
| path: mlqa-translate-train.vi/validation-* |
| - config_name: mlqa-translate-train.zh |
| data_files: |
| - split: train |
| path: mlqa-translate-train.zh/train-* |
| - split: validation |
| path: mlqa-translate-train.zh/validation-* |
| - config_name: mlqa.ar.ar |
| data_files: |
| - split: test |
| path: mlqa.ar.ar/test-* |
| - split: validation |
| path: mlqa.ar.ar/validation-* |
| - config_name: mlqa.ar.de |
| data_files: |
| - split: test |
| path: mlqa.ar.de/test-* |
| - split: validation |
| path: mlqa.ar.de/validation-* |
| - config_name: mlqa.ar.en |
| data_files: |
| - split: test |
| path: mlqa.ar.en/test-* |
| - split: validation |
| path: mlqa.ar.en/validation-* |
| - config_name: mlqa.ar.es |
| data_files: |
| - split: test |
| path: mlqa.ar.es/test-* |
| - split: validation |
| path: mlqa.ar.es/validation-* |
| - config_name: mlqa.ar.hi |
| data_files: |
| - split: test |
| path: mlqa.ar.hi/test-* |
| - split: validation |
| path: mlqa.ar.hi/validation-* |
| - config_name: mlqa.ar.vi |
| data_files: |
| - split: test |
| path: mlqa.ar.vi/test-* |
| - split: validation |
| path: mlqa.ar.vi/validation-* |
| - config_name: mlqa.ar.zh |
| data_files: |
| - split: test |
| path: mlqa.ar.zh/test-* |
| - split: validation |
| path: mlqa.ar.zh/validation-* |
| - config_name: mlqa.de.ar |
| data_files: |
| - split: test |
| path: mlqa.de.ar/test-* |
| - split: validation |
| path: mlqa.de.ar/validation-* |
| - config_name: mlqa.de.de |
| data_files: |
| - split: test |
| path: mlqa.de.de/test-* |
| - split: validation |
| path: mlqa.de.de/validation-* |
| - config_name: mlqa.de.en |
| data_files: |
| - split: test |
| path: mlqa.de.en/test-* |
| - split: validation |
| path: mlqa.de.en/validation-* |
| - config_name: mlqa.de.vi |
| data_files: |
| - split: test |
| path: mlqa.de.vi/test-* |
| - split: validation |
| path: mlqa.de.vi/validation-* |
| - config_name: mlqa.de.zh |
| data_files: |
| - split: test |
| path: mlqa.de.zh/test-* |
| - split: validation |
| path: mlqa.de.zh/validation-* |
| --- |
| |
| # Dataset Card for "mlqa" |
|
|
| ## 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:** [https://github.com/facebookresearch/MLQA](https://github.com/facebookresearch/MLQA) |
| - **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:** 4.15 GB |
| - **Size of the generated dataset:** 910.01 MB |
| - **Total amount of disk used:** 5.06 GB |
|
|
| ### Dataset Summary |
|
|
| MLQA (MultiLingual Question Answering) is a benchmark dataset for evaluating cross-lingual question answering performance. |
| MLQA consists of over 5K extractive QA instances (12K in English) in SQuAD format in seven languages - English, Arabic, |
| German, Spanish, Hindi, Vietnamese and Simplified Chinese. MLQA is highly parallel, with QA instances parallel between |
| 4 different languages on average. |
| |
| ### Supported Tasks and Leaderboards |
|
|
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
| ### Languages |
|
|
| MLQA contains QA instances in 7 languages, English, Arabic, German, Spanish, Hindi, Vietnamese and Simplified Chinese. |
|
|
| ## Dataset Structure |
|
|
| ### Data Instances |
|
|
| #### mlqa-translate-test.ar |
|
|
| - **Size of downloaded dataset files:** 10.08 MB |
| - **Size of the generated dataset:** 5.48 MB |
| - **Total amount of disk used:** 15.56 MB |
|
|
| An example of 'test' looks as follows. |
| ``` |
| |
| ``` |
|
|
| #### mlqa-translate-test.de |
|
|
| - **Size of downloaded dataset files:** 10.08 MB |
| - **Size of the generated dataset:** 3.88 MB |
| - **Total amount of disk used:** 13.96 MB |
|
|
| An example of 'test' looks as follows. |
| ``` |
| |
| ``` |
|
|
| #### mlqa-translate-test.es |
|
|
| - **Size of downloaded dataset files:** 10.08 MB |
| - **Size of the generated dataset:** 3.92 MB |
| - **Total amount of disk used:** 13.99 MB |
|
|
| An example of 'test' looks as follows. |
| ``` |
| |
| ``` |
|
|
| #### mlqa-translate-test.hi |
|
|
| - **Size of downloaded dataset files:** 10.08 MB |
| - **Size of the generated dataset:** 4.61 MB |
| - **Total amount of disk used:** 14.68 MB |
|
|
| An example of 'test' looks as follows. |
| ``` |
| |
| ``` |
|
|
| #### mlqa-translate-test.vi |
|
|
| - **Size of downloaded dataset files:** 10.08 MB |
| - **Size of the generated dataset:** 6.00 MB |
| - **Total amount of disk used:** 16.07 MB |
|
|
| An example of 'test' looks as follows. |
| ``` |
| |
| ``` |
|
|
| ### Data Fields |
|
|
| The data fields are the same among all splits. |
|
|
| #### mlqa-translate-test.ar |
| - `context`: a `string` feature. |
| - `question`: a `string` feature. |
| - `answers`: a dictionary feature containing: |
| - `answer_start`: a `int32` feature. |
| - `text`: a `string` feature. |
| - `id`: a `string` feature. |
|
|
| #### mlqa-translate-test.de |
| - `context`: a `string` feature. |
| - `question`: a `string` feature. |
| - `answers`: a dictionary feature containing: |
| - `answer_start`: a `int32` feature. |
| - `text`: a `string` feature. |
| - `id`: a `string` feature. |
|
|
| #### mlqa-translate-test.es |
| - `context`: a `string` feature. |
| - `question`: a `string` feature. |
| - `answers`: a dictionary feature containing: |
| - `answer_start`: a `int32` feature. |
| - `text`: a `string` feature. |
| - `id`: a `string` feature. |
|
|
| #### mlqa-translate-test.hi |
| - `context`: a `string` feature. |
| - `question`: a `string` feature. |
| - `answers`: a dictionary feature containing: |
| - `answer_start`: a `int32` feature. |
| - `text`: a `string` feature. |
| - `id`: a `string` feature. |
|
|
| #### mlqa-translate-test.vi |
| - `context`: a `string` feature. |
| - `question`: a `string` feature. |
| - `answers`: a dictionary feature containing: |
| - `answer_start`: a `int32` feature. |
| - `text`: a `string` feature. |
| - `id`: a `string` feature. |
|
|
| ### Data Splits |
|
|
| | name |test| |
| |----------------------|---:| |
| |mlqa-translate-test.ar|5335| |
| |mlqa-translate-test.de|4517| |
| |mlqa-translate-test.es|5253| |
| |mlqa-translate-test.hi|4918| |
| |mlqa-translate-test.vi|5495| |
|
|
| ## 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 |
|
|
| ``` |
| @article{lewis2019mlqa, |
| title = {MLQA: Evaluating Cross-lingual Extractive Question Answering}, |
| author = {Lewis, Patrick and Oguz, Barlas and Rinott, Ruty and Riedel, Sebastian and Schwenk, Holger}, |
| journal = {arXiv preprint arXiv:1910.07475}, |
| year = 2019, |
| eid = {arXiv: 1910.07475} |
| } |
| |
| ``` |
|
|
|
|
| ### Contributions |
|
|
| Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@M-Salti](https://github.com/M-Salti), [@lewtun](https://github.com/lewtun), [@thomwolf](https://github.com/thomwolf), [@mariamabarham](https://github.com/mariamabarham), [@lhoestq](https://github.com/lhoestq) for adding this dataset. |
