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--- |
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license: mit |
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language_bcp47: |
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- ru-RU |
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tags: |
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- spellcheck |
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language: |
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- ru |
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size_categories: |
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- 1K<n<10K |
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--- |
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### Dataset Summary |
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This dataset is a set of samples for testing the spell checker, grammar error correction and ungrammatical text detection models. |
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I assembled this set by hand from various sources. |
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The purpose of creating the dataset was to test an internal spellchecker for [a generative poetry project](https://github.com/Koziev/verslibre), but it can also be useful in other projects, since it does not have an explicit specialization for poetry. |
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You can consider this dataset as an extension of [RuCOLA](https://huggingface.co/datasets/RussianNLP/rucola), because the dataset format is made as compatible as possible. |
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In addition, for some samples there is a corrected version of the text ("fixed_sentence" field), so it can be used as an extension of datasets in [ai-forever/spellcheck_benchmark](https://huggingface.co/datasets/ai-forever/spellcheck_benchmark). |
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### Example |
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``` |
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{ |
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"id": 1483, |
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"sentence": "Разучи стихов по больше", |
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"fixed_sentence": "Разучи стихов побольше", |
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"label": 0, |
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"error_type": "Misspelling", |
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"domain": "prose" |
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} |
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``` |
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### Uncensoring samples |
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A number of samples contain text with explicit obscenities: |
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``` |
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{ |
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"id": 1, |
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"sentence": "Но не простого - с лёгкой еб@нцой.", |
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"fixed_sentence": "Но не простого - с лёгкой ебанцой.", |
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"label": 0, |
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"error_type": "Misspelling", |
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"domain": "prose" |
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} |
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``` |
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### Poetry samples |
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A few poetry samples are included in this version: |
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``` |
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{ |
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"id": 24, |
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"sentence": "Чему научит забытьё?\nСмерть формы д'арует литьё.\nРезец мгновенье любит стружка...\nСмерть безобидная подружка!", |
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"fixed_sentence": null, |
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"label": 0, |
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"error_type": "Syntax", |
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"domain": "poetry" |
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} |
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``` |
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### Dataset fields |
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**id** (int64): the sentence's id, starting 1. |
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**sentence** (str): the original sentence. |
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**fixed_sentence** (str): the corrected version of original sentence. |
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**label** (str): the target class. "1" for "acceptable", "0" for "unacceptable". |
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**error_type** (str): the violation category: Misspelling, Syntax, Semantics, or Hallucination. |
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**domain** (str): domain: "prose" or "poetry". |
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### Statistics |
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Domains: |
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prose 5238 |
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poetry 609 |
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Violation categories: |
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Misspelling 3238 |
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Syntax 2606 |
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Semantics 3 |
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