The description of the error typology has been brought into line with the actual contents of the error_type field
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README.md
CHANGED
@@ -34,7 +34,7 @@ In addition, for some samples there is a corrected version of the text ("fixed_s
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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": "
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"domain": "prose"
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}
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```
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@@ -64,7 +64,7 @@ A few poetry samples are included in this version:
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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": "
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"domain": "poetry"
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}
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```
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@@ -77,22 +77,75 @@ A few poetry samples are included in this version:
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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:
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**domain** (str): domain: "prose" or "poetry".
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### Statistics
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Total number of samples in test split: **
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Total number of samples in train split: **435538**
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Statistics for test split.
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Domains:
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prose
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poetry 609
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Violation categories:
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Misspelling 3266
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Syntax 2555
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Semantics 8
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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": "Tokenization",
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"domain": "prose"
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}
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```
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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": "Grammar",
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"domain": "poetry"
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}
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```
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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: Spelling, Grammar, Tokenization, Punctuation.
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**domain** (str): domain: "prose" or "poetry".
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### Error types
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**Tokenization**: a word is split into two tokens, or two words are merged into one word.
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```
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{
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"id": 6,
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"sentence": "Я подбираю по проще слова",
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"fixed_sentence": "Я подбираю попроще слова",
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"label": 0,
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"error_type": "Tokenization",
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"domain": "prose"
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}
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```
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**Punctuation**: missing or extra comma, hyphen or other punctuation mark
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```
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{
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"id": 5,
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"sentence": "И швырнуть по-дальше",
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"fixed_sentence": "И швырнуть подальше",
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"label": 0,
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"error_type": "Punctuation",
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"domain": "prose"
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}
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```
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**Spelling**:
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```
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{
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"id": 38,
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"sentence": "И ведь что интересно, русские официально ни в одном крестовом позоде не участвовали.",
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"fixed_sentence": "И ведь что интересно, русские официально ни в одном крестовом походе не участвовали.",
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"label": 0,
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"error_type": "Spelling",
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"domain": "prose"
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}
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```
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**Grammar**: One of the words is in the wrong grammatical form, for example the verb is in the infinitive instead of the personal form.
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```
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{
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"id": 61,
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"sentence": "на него никто не польститься",
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"fixed_sentence": "на него никто не польстится",
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"label": 0,
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"error_type": "Grammar",
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"domain": "prose"
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}
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```
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Please note that error categories are not always set accurately, so you should not use
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the "error_type" field to train classifiers.
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### Statistics
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Total number of samples in test split: **6244**
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Total number of samples in train split: **435538**
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Statistics for test split.
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Domains:
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prose 5635
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poetry 609
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