--- title: Slovenské jazykové zdroje published: true taxonomy: category: [project] tag: [annotation,ner,pos,question-answer,nlp] author: Daniel Hladek --- # Slovenské jazykové zdroje ### POS [Multext East](http://nl.ijs.si/ME/) Anotovaný román George Orwell 1984 v 15 európskych jazykoch ### NER - Learning multilingual named entity recognition from Wikipedia- WIKI Ner? - Cross-lingual Name Tagging and Linking for 282 Languages - NER anotácia aj slovenskej Wikipédie podľa anglickej - https://drive.google.com/drive/folders/1bkK6ly_awxe9IgAKL16VVvCtjcYcDSw8 - https://elisa-ie.github.io/wikiann/ ### Parsing-POS [Slovak Dependency Treebank](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-1822) https://github.com/UniversalDependencies/UD_Slovak-SNK [Artificial Treebank with Ellipsis](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-2616) ### Wordnet [Slovak Word Net](https://korpus.sk/WordNet.html) ### Parallel Corpus Europarlament [Czech-Slovak Parallel Corpus](https://lindat.mff.cuni.cz/repository/xmlui/handle/11858/00-097C-0000-0006-AADF-0) [English-Slovak Parallel Corpus](https://lindat.mff.cuni.cz/repository/xmlui/handle/11858/00-097C-0000-0006-AAE0-A) [Multext East](http://nl.ijs.si/ME/) ### Sentiment [Twitter sentiment for 15 European languages](https://www.clarin.si/repository/xmlui/handle/11356/1054) ### Web - [Aranea](http://ucts.uniba.sk/aranea_about/) - [SkTenTen](https://www.sketchengine.eu/sktenten-slovak-corpus/) automaticky POS anotovaný, prístup cez web rozhranie - [CommonCrawl](https://commoncrawl.org/2020/03/february-2020-crawl-archive-now-available/) Obsahuje aj slovenské dáta? - [Oscar](https://traces1.inria.fr/oscar/) klasifikácia a deduplikácia dát z COmmonCrawl, aj pre slovenčinu (4.5 GB dedub, 665M slov dedup.) ### Wikipedia [Wikipedia vo formáte JSON Elasticsearch Bulk](https://dumps.wikimedia.org/other/cirrussearch/current/) ### Word Embedding - [FastText Word Embedding from Common Crawl](https://fasttext.cc/docs/en/crawl-vectors.html) - [FastText Word Embedding from Wikipedia](https://fasttext.cc/docs/en/pretrained-vectors.html) ### Databázy zdrojov https://github.com/slovak-nlp/resources https://www.clarin.eu/portal https://www.clarin.eu/resource-families/manually-annotated-corpora http://www.meta-share.org/ https://korpus.sk/res.html Slovak Stemming https://www.mediawiki.org/wiki/User:TJones_(WMF)/Notes/Slovak_Stemmer_Analysis ### Tools - [Spacy](https://spacy.io/), tokenizer, stopwords, custom model - [Slovak Lexer](https://github.com/hladek/slovak-lexer) / tokenizer - [Slovak Elasticsearch](https://github.com/essential-data/elasticsearch-sk) - stopwords, stemmer - [Slovak Hunspell](https://github.com/essential-data/hunspell-sk) - stemmer, spelling