A curated list of resources for the processing of Slovak language.

• Slovak resources by Essential Data
• Slovak speech and language processing at KEMT FEI TUKE with tools, demos and language resources.

• Spelling Dictionary
• List of common names, abbreviations, pejoratives and neologisms.

• tokenization, segmentation, UPOS, XPOS (SNK), lemmatization, UD
• models trained on UD
• implementation in Python/PyTorch, command-line interface, web service interface
• license: Apache v2.0

• tokenization, segmentation, UPOS, XPOS (SNK), lemmatization, UD
• models trained on UD
• implementation in Python/dyNET, command-line interface, web service interface
• license: Apache v2.0

• tokenization, stemming

• tokenization, segmentation
• implementation in C++
• license: GPL v3.0

• UPOS, UD
• models trained on UD
• implementation in Python/PyTorch, command-line interface
• license: MIT

• tokenization, segmentation, UPOS, XPOS (SNK), lemmatization, UD
• models trained on UD
• implementation in C++, bindings in Java, Python, Perl, C#, command-line interface, web service interface
• license: MPL v2.0

• tokenization, stemming, lemmatization, diacritic restoration, POS (SNK), NER
• web service interface only
• license: ?

• tokenization, segmentation, lemmatization, POS (OpenNLP, SNK), UD (CoreNLP), NER
• implementation in Java/DL4J
• license: GNU AGPLv3

• Web-based Visualisation of Slovak word vectors

• Lemmatization for 25 languages
• In Python
• Slovak trained on UDP corpus

• automatic POS (SNK)
• source: web

• deduplicated
• source: Common Crawl

• automatic POS (AUT, TreeTagger)
• source: web

• no annotattion
• twitter part

• tokenization, segmentation, UPOS, XPOS (SNK), UD, lemma
• manual annotation
• format: conllu
• source: SNK

• tokenization, segmentation, UPOS, XPOS (SNK), UD, lemma
• format: conllu
• source: Slovak UD, SNK

• form, lemma, POS (SNK)
• source: SNK

• form, lemma, POS (Multext East)

• source: Europarl
• speech, vectors, language

• automatic POS (SNK)
• source: Acquis, Europarl, EU-journal, EC-Europa, OPUS

• automatic POS (SNK)
• source: Acquis, Europarl, EU-journal, EC-Europa, OPUS

• sentence aligned, POS
• Bulgarian, Czech, English, Estonian, Hungarian, Macedonian, Persian, Polish, Romanian, Serbian, Slovak, Slovenian
• source: "1984" novel

• Parallel web Corpus with Slovak Part
• 3.3 mil sentences English-Slovak

• source: Twitter

• download data
• automatic annotation
• source: Wikipedia

• source: Wikipedia, Common Crawl

• source: Common Crawl

• source: Wikipedia

• Slovak RoBERTa base language model
• trained on web corpus

• Transformer models for machine translation
• Slovak, English, Finish, Swedish, Spanish, French

• VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation
• Facebook's Wav2Vec2 base model pretrained on the 10K unlabeled subset of VoxPopuli corpus and fine-tuned on the transcribed data in sk

• multilingual BERT, trained on Wikipedia

• Language-agnostic BERT Sentence Encoder (LaBSE) is a BERT-based model trained for sentence embedding for 109 languages.

• Flores101: Large-Scale Multilingual Machine Translation
• Baseline pretrained models for small and large tracks of WMT 21 Large-Scale Multilingual Machine Translation competition.
• Includes Slovak language
• For fairseq