Datasets:
Tasks:
Question Answering
Formats:
json
Sub-tasks:
extractive-qa
Languages:
Polish
Size:
1K - 10K
ArXiv:
Tags:
wikipedia
License:
metadata
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 - contains all tasks (KBQA, MRC, IR)
For more straightforward usage, the tasks are also available in separate repositories:
The knowledge graph for KBQA task is available in the following repository:
Links
- Code:
- Paper:
- ACL - TBA
- Arxiv - TBA
Usage
from datasets import load_dataset
dataset = load_dataset("clarin-pl/PUGG_MRC")
print(dataset)
Citation
TBA