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+ ---
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+ license: cc-by-4-0
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+ pretty_name: SberQuAD for question generation
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+ languages: ru
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+ multilinguality: monolingual
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+ size_categories: 10K<n<100K
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+ source_datasets: deepset/germanquad
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+ task_categories: question-generation
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+ task_ids: question-generation
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+ ---
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+
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+ # Dataset Card for "qg_ruquad"
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+
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+ ## Table of Contents
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-fields)
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+ - [Data Splits](#data-splits)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+
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+ ## Dataset Description
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+ - **Repository:** [https://github.com/asahi417/lm-question-generation](https://github.com/asahi417/lm-question-generation)
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+ - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ - **Point of Contact:** [Asahi Ushio](http://asahiushio.com/)
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+
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+ ### Dataset Summary
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+ Modified version of [SberQuaD](https://huggingface.co/datasets/sberquad) for question generation (QG) task.
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+ Since the original dataset only contains training/validation set, we manually sample test set from training set, which
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+ has no overlap in terms of the paragraph with the training set.
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+
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+ ### Supported Tasks and Leaderboards
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+ * `question-generation`: The dataset can be used to train a model for question generation.
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+ Success on this task is typically measured by achieving a high BLEU4/METEOR/ROUGE-L score.
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+
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+ ### Languages
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+ Russian (ru)
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+
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+ ## Dataset Structure
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+ ### Data Instances
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+ #### plain_text
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+ An example of 'train' looks as follows.
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+ ```
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+ {
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+ 'answer': 'известковыми выделениями сине-зелёных водорослей',
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+ 'question': 'чем представлены органические остатки?',
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+ 'sentence': 'Они представлены известковыми выделениями сине-зелёных водорослей , ходами червей, остатками кишечнополостных.'
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+ 'paragraph': "В протерозойских отложениях органические остатки встречаются намного чаще, чем в архейских. Они представлены..."
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+ 'sentence_answer': "Они представлены <hl> известковыми выделениями сине-зелёных водорослей <hl> , ход...",
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+ 'paragraph_answer': "В протерозойских отложениях органические остатки встречаются намного чаще, чем в архейских. Они представлены <hl> известковыми выделениям...",
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+ 'paragraph_sentence': "В протерозойских отложениях органические остатки встречаются намного чаще, чем в архейских. <hl> Они представлены известковыми выделениями сине-зелёных водорослей , ходами червей, остатками кишечнополостных. <hl> Кроме..."
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+ }
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+ ```
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+ ### Data Fields
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+ The data fields are the same among all splits.
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+ #### plain_text
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+ - `question`: a `string` feature.
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+ - `paragraph`: a `string` feature.
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+ - `answer`: a `string` feature.
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+ - `sentence`: a `string` feature.
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+ - `paragraph_answer`: a `string` feature, which is same as the paragraph but the answer is highlighted by a special token `<hl>`.
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+ - `paragraph_sentence`: a `string` feature, which is same as the paragraph but a sentence containing the answer is highlighted by a special token `<hl>`.
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+ - `sentence_answer`: a `string` feature, which is same as the sentence but the answer is highlighted by a special token `<hl>`.
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+
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+ Each of `paragraph_answer`, `paragraph_sentence`, and `sentence_answer` feature is assumed to be used to train a question generation model,
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+ but with different information. The `paragraph_answer` and `sentence_answer` features are for answer-aware question generation and
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+ `paragraph_sentence` feature is for sentence-aware question generation.
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+
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+ ### Data Splits
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+
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+ | name |train|validation|test |
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+ |----------|----:|---------:|----:|
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+ |plain_text| | | |
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+
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+ ## Dataset Creation
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+ ### Curation Rationale
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Source Data
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+ #### Initial Data Collection and Normalization
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ #### Who are the source language producers?
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Annotations
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+ #### Annotation process
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ #### Who are the annotators?
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Personal and Sensitive Information
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ## Considerations for Using the Data
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+ ### Social Impact of Dataset
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Discussion of Biases
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Other Known Limitations
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ## Additional Information
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+ ### Dataset Curators
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Licensing Information
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Citation Information
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+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)