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--- |
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tags: |
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- Token Classification |
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- spacy |
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- SpanCategorizer |
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- grammar_checker |
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- essay_checker |
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language: |
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- en |
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license: cc-by-sa-3.0 |
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--- |
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# Essay Grammar Checker |
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Essay Grammar Checker trained on [Russian Error-Annotated Learner English Corpus](https://realec.org). |
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## Training information |
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The checker consists of 6 pipelines each trained on specific error types. |
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Error Categories used for pipeline mapping: |
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``` |
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"spelling":{"Spelling", "Capitalisation"}, |
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"punctuation": {"Punctuation"}, |
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"articles": {"Articles"}, |
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"vocabulary": {"lex_item_choice", "lex_part_choice", |
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'Category_confusion','Formational_affixes'}, |
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"grammar_major": {'Tense_choice','Prepositions','Agreement_errors', 'Redundant_comp'}, |
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"grammar_minor": {'Word_order','Noun_number', 'Numerals','Verb_pattern', 'Determiners'} |
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``` |
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[Detailed information](https://github.com/upunaprosk/grammar_checker) |
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[Example usage in Colab](https://github.com/upunaprosk/grammar_checker/blob/master/grammar_checker_example_usage.ipynb) |
