task_categories:question-answering task_categories:text-retrieval task_ids:open-domain-qa task_ids:extractive-qa task_ids:document-retrieval annotations_creators:crowdsourced language_creators:crowdsourced language_creators:found multilinguality:monolingual size_categories:10K<n<100K source_datasets:original language:sk license:cc-by-sa-4.0 license:cc-by-4.0 wikipedia region:us
        Slovak Question Answering Dataset
TBD
---
annotations_creators:
- crowdsourced
language:
- sk
language_creators:
- crowdsourced
- found
license:
- cc-by-sa-4.0
- cc-by-4.0
multilinguality:
- monolingual
paperswithcode_id: squad
pretty_name: skquad
size_categories:
- 10K<n<100K
source_datasets:
- original
tags:
- wikipedia
task_categories:
- question-answering
- text-retrieval
task_ids:
- open-domain-qa
- extractive-qa
- document-retrieval
train-eval-index:
- col_mapping:
    answers:
      answer_start: answer_start
      text: text
    context: context
    question: question
  config: squad_v2
  metrics:
  - name: SQuAD v2
    type: squad_v2
  splits:
    eval_split: validation
    train_split: train
  task: question-answering
  task_id: extractive_question_answering
---

# Dataset Card for [Dataset Name]

## Table of Contents
- [Table of Contents](#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:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**

### Dataset Summary

SK-QuAD is the first QA dataset for the Slovak language.
It is manually annotated, so it has no distortion caused by
machine translation. The dataset is thematically diverse – it
does not overlap with SQuAD – it brings new knowledge.
It passed the second round of annotation – each question
and the answer were seen by at least two annotators.


### Supported Tasks and Leaderboards

- Question answering
- Document retrieval

### Languages

- Slovak

## Dataset Structure


#### squad_v2

- **Size of downloaded dataset files:** 44.34 MB
- **Size of the generated dataset:** 122.57 MB
- **Total amount of disk used:** 166.91 MB
- 
An example of 'validation' looks as follows.
```
This example was too long and was cropped:
{
    "answers": {
        "answer_start": [94, 87, 94, 94],
        "text": ["10th and 11th centuries", "in the 10th and 11th centuries", "10th and 11th centuries", "10th and 11th centuries"]
    },
    "context": "\"The Normans (Norman: Nourmands; French: Normands; Latin: Normanni) were the people who in the 10th and 11th centuries gave thei...",
    "id": "56ddde6b9a695914005b9629",
    "question": "When were the Normans in Normandy?",
    "title": "Normans"
}
```
### Data Fields
The data fields are the same among all splits.

#### squad_v2
- `id`: a `string` feature.
- `title`: a `string` feature.
- `context`: a `string` feature.
- `question`: a `string` feature.
- `answers`: a dictionary feature containing:
  - `text`: a `string` feature.
  - `answer_start`: a `int32` feature.
 
    
### Data Splits


|               | Train  |    Dev |  Translated |
| ------------- | -----: | -----: | -------: |
| Documents     | 8,377  | 940    |      442 |  
| Paragraphs    | 22,062 | 2,568  |   18,931 |  
| Questions     | 81,582 | 9,583  |  120,239 |  
| Answers       | 65,839 | 7,822  |   79,978 |  
| Unanswerable  | 15,877 | 1,784  |   40,261 |  


## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

- Deutsche Telekom Systems Solutions Slovakia
- Technical Univesity of Košice

### Licensing Information

Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)

### Citation Information

[More Information Needed]

### Contributions

Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset.

