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Datasets:
clarin-pl
/
PUGG_MRC

Tasks:
Question Answering
Modalities:
Tabular
Text
Formats:
json
Sub-tasks:
extractive-qa
Languages:
Polish
Size:
1K - 10K
ArXiv:
Tags:
wikipedia
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
PUGG_MRC
File size: 1,993 Bytes 
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---
annotations_creators:
- expert-generated
language_creators: []
language:
- pl
license:
- cc-by-sa-4.0
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- question-answering
task_ids:
- extractive-qa
pretty_name: 'PUGG: MRC dataset for Polish'
tags:
- wikipedia
configs:
- config_name: default
  data_files:
  - split: train
    path: train.jsonl
  - split: test
    path: test.jsonl
---
# PUGG: KBQA, MRC, IR Dataset for Polish

## Description

This repository contains the PUGG dataset designed for three NLP tasks in the Polish language:

- KBQA (Knowledge Base Question Answering)
- MRC (Machine Reading Comprehension)
- IR (Information Retrieval)

## Paper

For more detailed information, please refer to our research paper titled:

**"Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction"** 

Authored by:
* Albert Sawczyn
* Katsiaryna Viarenich
* Konrad Wojtasik
* Aleksandra Domogała
* Marcin Oleksy
* Maciej Piasecki
* Tomasz Kajdanowicz
  
The paper was accepted for ACL 2024 (findings).

## Repositories

The dataset is available in the following repositories:

* [General](https://huggingface.co/datasets/clarin-pl/PUGG_KBQA)  - contains all tasks (KBQA, MRC, IR)

For more straightforward usage, the tasks are also available in separate repositories:

* [KBQA](https://huggingface.co/datasets/clarin-pl/PUGG_KBQA) 
* [MRC](https://huggingface.co/datasets/clarin-pl/PUGG_MRC) (this repository)
* [IR](https://huggingface.co/datasets/clarin-pl/PUGG_IR) 

The knowledge graph for KBQA task is available in the following repository:

* [Knowledge Graph](https://huggingface.co/datasets/clarin-pl/PUGG_KG) 

## Links

* Code:
  * [Github](https://github.com/CLARIN-PL/PUGG)
* Paper:
  * ACL - TBA
  * Arxiv - TBA
 
## Usage 

```python
from datasets import load_dataset

dataset = load_dataset("clarin-pl/PUGG_MRC")
print(dataset)
```


## Citation

TBA

## Contact

albert.sawczyn@pwr.edu.pl