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--- |
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annotations_creators: |
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- crowdsourced |
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language: |
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- sk |
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language_creators: |
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- crowdsourced |
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- found |
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license: |
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- cc-by-sa-4.0 |
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- cc-by-4.0 |
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multilinguality: |
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- monolingual |
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paperswithcode_id: squad |
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pretty_name: skquad |
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size_categories: |
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- 10K<n<100K |
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source_datasets: |
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- original |
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tags: |
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- wikipedia |
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task_categories: |
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- question-answering |
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- text-retrieval |
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task_ids: |
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- open-domain-qa |
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- extractive-qa |
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- document-retrieval |
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train-eval-index: |
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- col_mapping: |
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answers: |
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answer_start: answer_start |
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text: text |
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context: context |
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question: question |
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config: squad_v2 |
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metrics: |
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- name: SQuAD v2 |
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type: squad_v2 |
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splits: |
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eval_split: validation |
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train_split: train |
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task: question-answering |
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task_id: extractive_question_answering |
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--- |
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# Dataset Card for [Dataset Name] |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** |
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- **Repository:** |
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- **Paper:** |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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SK-QuAD is the first QA dataset for the Slovak language. |
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It is manually annotated, so it has no distortion caused by |
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machine translation. The dataset is thematically diverse – it |
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does not overlap with SQuAD – it brings new knowledge. |
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It passed the second round of annotation – each question |
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and the answer were seen by at least two annotators. |
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### Supported Tasks and Leaderboards |
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- Question answering |
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- Document retrieval |
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### Languages |
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- Slovak |
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## Dataset Structure |
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#### squad_v2 |
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- **Size of downloaded dataset files:** 44.34 MB |
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- **Size of the generated dataset:** 122.57 MB |
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- **Total amount of disk used:** 166.91 MB |
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- |
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An example of 'validation' looks as follows. |
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``` |
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This example was too long and was cropped: |
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{ |
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"answers": { |
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"answer_start": [94, 87, 94, 94], |
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"text": ["10th and 11th centuries", "in the 10th and 11th centuries", "10th and 11th centuries", "10th and 11th centuries"] |
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}, |
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"context": "\"The Normans (Norman: Nourmands; French: Normands; Latin: Normanni) were the people who in the 10th and 11th centuries gave thei...", |
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"id": "56ddde6b9a695914005b9629", |
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"question": "When were the Normans in Normandy?", |
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"title": "Normans" |
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} |
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``` |
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### Data Fields |
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The data fields are the same among all splits. |
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#### squad_v2 |
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- `id`: a `string` feature. |
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- `title`: a `string` feature. |
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- `context`: a `string` feature. |
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- `question`: a `string` feature. |
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- `answers`: a dictionary feature containing: |
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- `text`: a `string` feature. |
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- `answer_start`: a `int32` feature. |
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### Data Splits |
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| | Train | Dev | Translated | |
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| ------------- | -----: | -----: | -------: | |
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| Documents | 8,377 | 940 | 442 | |
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| Paragraphs | 22,062 | 2,568 | 18,931 | |
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| Questions | 81,582 | 9,583 | 120,239 | |
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| Answers | 65,839 | 7,822 | 79,978 | |
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| Unanswerable | 15,877 | 1,784 | 40,261 | |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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- Deutsche Telekom Systems Solutions Slovakia |
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- Technical Univesity of Košice |
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### Licensing Information |
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Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) |
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### Citation Information |
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[More Information Needed] |
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### Contributions |
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Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset. |
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