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February 27, 13:02

Dependency parsing and POS tagging in Russian

Less popular set of NLP tasks.

Popular tools reviewed

Only morphology:

(0) Well known pymorphy2 package;

Only POS tags and morphology:

(0) (easy to use);

(1) (easy to use);

Full dependency parsing

(0) Russian spacy plugin:

- - installation

- - usage with examples

(1) Malt parser based solution (drawback - no examples)


(2) Google's syntaxnet



Изучаем синтаксические парсеры для русского языка

Привет! Меня зовут Денис Кирьянов, я работаю в Сбербанке и занимаюсь проблемами обработки естественного языка (NLP). Однажды нам понадобилось выбрать синтаксичес...