Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Formats:
parquet
Sub-tasks:
document-retrieval
Languages:
Polish
Size:
100K - 1M
ArXiv:
Tags:
wikipedia
License:
Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +107 -3
- corpus.jsonl +3 -0
- qrels/test.jsonl +0 -0
- queries.jsonl +0 -0
.gitattributes
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corpus.jsonl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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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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- 10K<n<100K
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source_datasets:
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- original
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task_categories:
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- text-retrieval
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task_ids:
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- document-retrieval
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pretty_name: 'PUGG: IR dataset for Polish'
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tags:
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- wikipedia
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configs:
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- config_name: corpus
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data_files:
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- split: test
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path: corpus.jsonl
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- config_name: queries
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data_files:
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- split: test
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path: queries.jsonl
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- config_name: qrels
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data_files:
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- split: test
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path: qrels/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)
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* [IR](https://huggingface.co/datasets/clarin-pl/PUGG_IR) (this repository)
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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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dataset_corpus = load_dataset("clarin-pl/PUGG_IR", "corpus")
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print(dataset)
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dataset_queries = load_dataset("clarin-pl/PUGG_IR", "queries")
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print(dataset)
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dataset_qrels = load_dataset("clarin-pl/PUGG_IR", "qrels")
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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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corpus.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:999f7fa6e898fd1fbc2ba1548c6d24f6c47b1be8d8678d2e6c7b87ef75315895
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size 301448889
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qrels/test.jsonl
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queries.jsonl
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