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---
license: mit
---
# ZNO dataset
This dataset contains machine-readable questions and answers from Ukrainian
External independent testing (called _ЗНО_/_ZNO_ in Ukrainian).
Question subjects are:
- History of Ukraine
- Ukrainian language and literature
Train set contains 3063 question/answers from 2006-2019 exams.
Test set is 751 question/answers from 2020-2023.
## File format
Every line in a .jsonl file contains a structure like this:
```js
{
"question": "На другий склад падає наголос у слові",
"answers": [
{ "marker": "А", "text": "начинка" },
{ "marker": "Б", "text": "випадок" },
{ "marker": "В", "text": "дрова" },
{ "marker": "Г", "text": "загадка" },
{ "marker": "Д", "text": "русло" }
],
"correct_answers": ["Д"],
"subject": "ukrainian-language-and-literature"
}
```
Currently, all questions have exactly one correct answer, stored in
`correct_answers[0]`.
## Dataset structure
| Subject | Subset | Size |
|-------------------------------------|--------|----------------|
|ukrainian-language-and-literature | train | 1925 questions |
|ukrainian-language-and-literature | test | 403 questions |
|history-of-ukraine | train | 1138 questions |
|history-of-ukraine | test | 348 questions |
## Pre/postprocessing
* Question text is converted to Markdown.
* Questions with images are skipped (~600 cases).
* Open-ended questions ("Write your thoughts about...") are skipped.
* Questions that require matching multiple statements to multiple choices are skipped.
* Links to full texts of literature pieces are removed.
## Sources:
- https://zno.osvita.ua/comtests.html
## Other
This dataset is used in [UNLP 2024 Shared Task](https://github.com/unlp-workshop/unlp-2024-shared-task)
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