Morphological Analyzer and Generator for Russian and Ukrainian Languages
pymorphy2 is a morphological analyzer and generator for Russian and Ukrainian languages. It uses large efficiently encoded lexi- cons built from OpenCorpora and LanguageTool data. A set of linguistically motivated rules is developed to enable morphological analysis and generation of out-of-vocabulary words observed in real-world documents. For Russian pymorphy2 provides state-of-the-arts morphological analysis quality. The analyzer is implemented in Python programming language with optional C++ extensions. Emphasis is put on ease of use, documentation and extensibility. The package is distributed under a permissive open-source license, encouraging its use in both academic and commercial setting.
Code (1)
Tasks
Morphological AnalysisSimilar Papers 제목 키워드 기반
Joint Morphological and Syntactic Analysis for Richly Inflected Languages
Joint morphological and syntactic analysis has been proposed as a way of improving parsing accuracy for richly inflected languages. Starting from a transition-based model for joint part-of-speech tagging and dependency p…
Dependency ParsingPart-Of-Speech TaggingThe Role of Context in Neural Morphological Disambiguation
Languages with rich morphology often introduce sparsity in language processing tasks. While morphological analyzers can reduce this sparsity by providing morpheme-level analyses for words, they will often introduce ambig…
Morphological DisambiguationMulti-source morphosyntactic tagging for spoken Rusyn
This paper deals with the development of morphosyntactic taggers for spoken varieties of the Slavic minority language Rusyn. As neither annotated corpora nor parallel corpora are electronically available for Rusyn, we pr…
Morphological TaggingPart-Of-Speech TaggingUsing Morphological Knowledge in Open-Vocabulary Neural Language Models
Languages with productive morphology pose problems for language models that generate words from a fixed vocabulary. Although character-based models allow any possible word type to be generated, they are linguistically na…
Language ModelingLanguage ModellingMorphological DisambiguationAn Arabic Morphological Analyzer and Generator with Copious Features
We introduce CALIMA-Star, a very rich Arabic morphological analyzer and generator that provides functional and form-based morphological features as well as built-in tokenization, phonological representation, lexical rati…