Datasets:
Tasks:
Question Answering
Formats:
json
Sub-tasks:
extractive-qa
Languages:
Polish
Size:
1K - 10K
ArXiv:
Tags:
wikipedia
License:
Upload folder using huggingface_hub
Browse files- README.md +97 -3
- test.jsonl +0 -0
- train.jsonl +0 -0
README.md
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---
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annotations_creators:
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- expert-generated
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language_creators: []
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language:
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- pl
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license:
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- cc-by-sa-4.0
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multilinguality:
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- monolingual
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size_categories:
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- 1K<n<10K
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source_datasets:
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- original
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task_categories:
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- question-answering
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task_ids:
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- extractive-qa
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pretty_name: 'PUGG: MRC dataset for Polish'
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tags:
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- wikipedia
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configs:
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- config_name: default
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data_files:
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- split: train
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path: train.jsonl
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- split: test
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path: test.jsonl
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---
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# PUGG: KBQA, MRC, IR Dataset for Polish
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## Description
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This repository contains the PUGG dataset designed for three NLP tasks in the Polish language:
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- KBQA (Knowledge Base Question Answering)
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- MRC (Machine Reading Comprehension)
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- IR (Information Retrieval)
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## Paper
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For more detailed information, please refer to our research paper titled:
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**"Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction"**
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Authored by:
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* Albert Sawczyn
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* Katsiaryna Viarenich
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* Konrad Wojtasik
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* Aleksandra Domogała
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* Marcin Oleksy
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* Maciej Piasecki
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* Tomasz Kajdanowicz
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The paper was accepted for ACL 2024 (findings).
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## Repositories
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The dataset is available in the following repositories:
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* [General](https://huggingface.co/datasets/clarin-pl/PUGG_KBQA) - contains all tasks (KBQA, MRC, IR)
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For more straightforward usage, the tasks are also available in separate repositories:
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* [KBQA](https://huggingface.co/datasets/clarin-pl/PUGG_KBQA)
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* [MRC](https://huggingface.co/datasets/clarin-pl/PUGG_MRC) (this repository)
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* [IR](https://huggingface.co/datasets/clarin-pl/PUGG_IR)
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The knowledge graph for KBQA task is available in the following repository:
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* [Knowledge Graph](https://huggingface.co/datasets/clarin-pl/PUGG_KG)
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## Links
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* Code:
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* [Github](https://github.com/CLARIN-PL/PUGG)
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* Paper:
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* ACL - TBA
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* Arxiv - TBA
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## Usage
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```python
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from datasets import load_dataset
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dataset = load_dataset("clarin-pl/PUGG_MRC")
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print(dataset)
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```
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## Citation
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TBA
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## Contact
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albert.sawczyn@pwr.edu.pl
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test.jsonl
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train.jsonl
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