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Browse files- .gitattributes +1 -0
- README.md +128 -4
- ir/corpus.jsonl +3 -0
- ir/qrels/test.jsonl +0 -0
- ir/queries.jsonl +0 -0
- kbqa/natural/test.jsonl +0 -0
- kbqa/natural/train.jsonl +0 -0
- kbqa/template-based/test.jsonl +0 -0
- kbqa/template-based/train.jsonl +0 -0
- mrc/test.jsonl +0 -0
- mrc/train.jsonl +0 -0
.gitattributes
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README.md
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---
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-
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---
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# PUGG: KBQA, MRC, IR
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## Description
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This repository
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**"Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction"**
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-
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* Albert Sawczyn
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* Katsiaryna Viarenich
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* Konrad Wojtasik
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The paper was accepted for ACL 2024 (findings).
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## Links
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* Code:
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* ACL - TBA
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* Arxiv - TBA
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## Citation
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TBA
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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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- 10K<n<100K
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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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- text-retrieval
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task_ids:
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- extractive-qa
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- document-retrieval
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pretty_name: 'PUGG: KBQA, MRC, IR dataset for Polish'
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tags:
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- knowledge graph
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- KBQA
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- wikipedia
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- wikidata
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configs:
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- config_name: kbqa_all
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data_files:
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- split: train
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path: kbqa/*/train.jsonl
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- split: test
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path: kbqa/*/test.jsonl
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- config_name: kbqa_natural
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data_files:
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- split: train
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path: kbqa/natural/train.jsonl
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- split: test
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path: kbqa/natural/test.jsonl
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- config_name: kbqa_template-based
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data_files:
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- split: train
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path: kbqa/template-based/train.jsonl
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- split: test
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path: kbqa/template-based/test.jsonl
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- config_name: mrc
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data_files:
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- split: train
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path: mrc/train.jsonl
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- split: test
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path: mrc/test.jsonl
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- config_name: ir_corpus
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data_files:
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- split: test
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path: ir/corpus.jsonl
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- config_name: ir_queries
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data_files:
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- split: test
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path: ir/queries.jsonl
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- config_name: ir_qrels
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data_files:
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- split: test
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path: ir/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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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) (this repository) - 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)
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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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* 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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# loading KBQA (all)
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dataset = load_dataset("clarin-pl/PUGG", "kbqa_all")
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print(dataset)
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# loading KBQA (natural)
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dataset = load_dataset("clarin-pl/PUGG", "kbqa_natural")
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print(dataset)
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# loading KBQA (template-based)
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dataset = load_dataset("clarin-pl/PUGG", "kbqa_template-based")
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print(dataset)
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# loading MRC
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dataset = load_dataset("clarin-pl/PUGG", "mrc")
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print(dataset)
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# loading IR
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## corpus
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dataset = load_dataset("clarin-pl/PUGG", "ir_corpus")
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print(dataset)
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## queries
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dataset = load_dataset("clarin-pl/PUGG", "ir_queries")
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print(dataset)
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## qrels
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dataset = 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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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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