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--- |
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language: |
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- fi |
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tags: |
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- qa |
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pretty_name: Turku WebQA |
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size_categories: |
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- 100K<n<1M |
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--- |
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### Dataset Summary |
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The Turku WebQA dataset is a Finnish Question-Answer dataset that has been extracted from different CommonCrawl sources (Parsebank, mC4-Fi, CC-Fi). |
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It has 237,000 question-answer pairs (altogether 290,000 questions, but not all have an answer). The questions with no answers can be discarded by taking out the rows with None (null). |
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The codebase as well as the raw data can be found on [GitHub](https://github.com/TurkuNLP/register-qa). |
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### Data Fields |
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- `source`: a `string` feature. Tells whether the question-answer pair is extracted from Parsebank, mC4-Fi or CC-Fi. |
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- `id`: a `string` feature. Id of the original text from which the question-answer pair is extracted. |
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- `question`: a `string` feature. |
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- `answer`: a `string` feature. Can also be None (null). |
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### Manual evalution of the pairs |
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To get an idea on how good the extracted pairs were, a sample was annotated for noisy artefacts, insufficient answers and missing context. |
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The evaluation showed that there is variation between the different source corpora. |
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| Source | Noisy artefacts | Insufficient Answer | Missing context | |
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| -------- | -------- | -------- | -------- | |
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| Total (N=73) | 0,29 | 0,22 | 0,08 | |
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| CC-Fi (N=25) | 0,36 | 0,22 |0,03 | |
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| mC4-Fi (N=25) | 0,28 | 0,28 | 0,14 | |
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| Parsebank (N=22) | 0,23 | 0,14 | 0,07 | |
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### Citing |
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Citing information coming soon! |
