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iproskurina/en_grammar_checker
en_grammar_checker is a machine learning model from iproskurina. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for spacy. The card lists the license as cc-by-sa-3.0.
Essay Grammar Checker trained on Russian Error-Annotated Learner English Corpus.
Downloads · 30 days
25
2% of all-time downloads
All-time downloads
1.6K
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11.4 GB
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4
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Other2.6 GB · 52%
From the Hugging Face model README
Essay Grammar Checker trained on Russian Error-Annotated Learner English Corpus.
The checker consists of 6 pipelines each trained on specific error types. Error Categories used for pipeline mapping:
"spelling":{"Spelling", "Capitalisation"},
"punctuation": {"Punctuation"},
"articles": {"Articles"},
"vocabulary": {"lex_item_choice", "lex_part_choice",
'Category_confusion','Formational_affixes'},
"grammar_major": {'Tense_choice','Prepositions','Agreement_errors', 'Redundant_comp'},
"grammar_minor": {'Word_order','Noun_number', 'Numerals','Verb_pattern', 'Determiners'}