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Creator:
Mareček, David , Yu, Zhiwei , Zeman, Daniel , and Žabokrtský, Zdeněk
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
text and corpus
Subject:
part of speech , tagging , semi-supervised , and cross-language
Language:
Belarusian , Bosnian , Bulgarian , Czech , Serbo-Croatian , Croatian , Upper Sorbian , Macedonian , Polish , Russian , Slovak , Slovenian , Serbian , Ukrainian , Latvian , Lithuanian , Afrikaans , Danish , German , English , Faroese , Western Frisian , Swiss German , Icelandic , Limburgan , Luxembourgish , Low German , Dutch , Norwegian Nynorsk , Norwegian , Scots , Swedish , Yiddish , Aragonese , Asturian , Catalan , French , Galician , Haitian , Italian , Latin , Lombard , Neapolitan , Piemontese , Portuguese , Romanian , Spanish , Venetian , Walloon , Breton , Welsh , Scottish Gaelic , Irish , Modern Greek (1453-) , Armenian , Albanian , Dimli (individual language) , Persian , Gilaki , Kurdish , Tajik , Bengali , Bishnupriya , Gujarati , Fiji Hindi , Hindi , Marathi , Nepali (macrolanguage) , Urdu , Amharic , Arabic , Egyptian Arabic , Hebrew , Estonian , Finnish , Hungarian , Basque , Georgian , Chuvash , Azerbaijani , Turkish , Uzbek , Kazakh , Tatar , Yakut , Korean , Mongolian , Telugu , Kannada , Malayalam , Tamil , Newari , Vietnamese , Indonesian , Javanese , Malagasy , Maori , Malay (macrolanguage) , Pampanga , Sundanese , Tagalog , Waray (Philippines) , Swahili (macrolanguage) , Esperanto , Ido , Interlingua (International Auxiliary Language Association) , and Volapük
Description:
Texts in 107 languages from the W2C corpus (http://hdl.handle.net/11858/00-097C-0000-0022-6133-9), first 1,000,000 tokens per language, tagged by the delexicalized tagger described in Yu et al. (2016, LREC, Portorož, Slovenia).
Rights:
Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) , http://creativecommons.org/licenses/by-sa/4.0/ , and PUB
Creator:
Mareček, David , Yu, Zhiwei , Zeman, Daniel , and Žabokrtský, Zdeněk
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
text and corpus
Subject:
part of speech , tagging , semi-supervised , and cross-language
Language:
Belarusian , Bosnian , Bulgarian , Czech , Serbo-Croatian , Croatian , Upper Sorbian , Macedonian , Polish , Russian , Slovak , Slovenian , Serbian , Ukrainian , Latvian , Lithuanian , Afrikaans , Danish , German , English , Faroese , Western Frisian , Swiss German , Icelandic , Limburgan , Luxembourgish , Low German , Dutch , Norwegian Nynorsk , Norwegian , Scots , Swedish , Yiddish , Aragonese , Asturian , Catalan , French , Galician , Haitian , Italian , Latin , Lombard , Neapolitan , Piemontese , Portuguese , Romanian , Spanish , Venetian , Walloon , Breton , Welsh , Scottish Gaelic , Irish , Modern Greek (1453-) , Armenian , Albanian , Dimli (individual language) , Persian , Gilaki , Kurdish , Tajik , Bengali , Bishnupriya , Gujarati , Fiji Hindi , Hindi , Marathi , Nepali (macrolanguage) , Urdu , Amharic , Arabic , Egyptian Arabic , Hebrew , Estonian , Finnish , Hungarian , Basque , Georgian , Chuvash , Azerbaijani , Turkish , Uzbek , Kazakh , Tatar , Yakut , Korean , Mongolian , Telugu , Kannada , Malayalam , Tamil , Newari , Vietnamese , Indonesian , Javanese , Malagasy , Maori , Malay (macrolanguage) , Pampanga , Sundanese , Tagalog , Waray (Philippines) , Swahili (macrolanguage) , Esperanto , Ido , Interlingua (International Auxiliary Language Association) , and Volapük
Description:
Texts in 107 languages from the W2C corpus (http://hdl.handle.net/11858/00-097C-0000-0022-6133-9), first 1,000,000 tokens per language, tagged by the delexicalized tagger described in Yu et al. (2016, LREC, Portorož, Slovenia).
Changes in version 1.1:
1. Universal Dependencies tagset instead of the older and smaller Google Universal POS tagset.
2. SVM classifier trained on Universal Dependencies 1.2 instead of HamleDT 2.0.
3. Balto-Slavic languages, Germanic languages and Romance languages were tagged by classifier trained only on the respective group of languages. Other languages were tagged by a classifier trained on all available languages. The "c7" combination from version 1.0 is no longer used.
Rights:
Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) , http://creativecommons.org/licenses/by-sa/4.0/ , and PUB
Creator:
Rosa, Rudolf
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
text and corpus
Subject:
Wikipedia , text corpora , and monolingual corpus
Language:
Abkhazian , Achinese , Adyghe , Afrikaans , Akan , Tosk Albanian , Amharic , Old English (ca. 450-1100) , Arabic , Official Aramaic (700-300 BCE) , Aragonese , Egyptian Arabic , Assamese , Asturian , Atikamekw , Avaric , Aymara , South Azerbaijani , Azerbaijani , Bashkir , Bambara , Bavarian , Central Bikol , Belarusian , Bengali , Bislama , Banjar , Tibetan , Bosnian , Bishnupriya , Breton , Buginese , Bulgarian , Russia Buriat , Catalan , Min Dong Chinese , Cebuano , Czech , Chamorro , Chechen , Cherokee , Church Slavic , Chuvash , Cheyenne , Central Kurdish , Cornish , Corsican , Cree , Crimean Tatar , Kashubian , Welsh , Danish , German , Dinka , Dimli (individual language) , Dhivehi , Lower Sorbian , Dzongkha , Modern Greek (1453-) , English , Esperanto , Estonian , Basque , Ewe , Extremaduran , Faroese , Persian , Fijian , Finnish , French , Arpitan , Northern Frisian , Western Frisian , Fulah , Friulian , Gagauz , Gan Chinese , Scottish Gaelic , Irish , Galician , Gilaki , Manx , Goan Konkani , Gothic , Guarani , Gujarati , Hakka Chinese , Haitian , Hausa , Hawaiian , Serbo-Croatian , Hebrew , Herero , Fiji Hindi , Hindi , Hiri Motu , Croatian , Upper Sorbian , Hungarian , Armenian , Igbo , Ido , Inuktitut , Interlingue , Iloko , Interlingua (International Auxiliary Language Association) , Indonesian , Inupiaq , Icelandic , Italian , Jamaican Creole English , Javanese , Lojban , Japanese , Kara-Kalpak , Kabyle , Kalaallisut , Kannada , Kashmiri , Georgian , Kanuri , Kazakh , Kabardian , Kabiyè , Khmer , Kikuyu , Kinyarwanda , Kirghiz , Komi-Permyak , Komi , Kongo , Korean , Karachay-Balkar , Kölsch , Kurdish , Ladino , Lao , Latin , Latvian , Lak , Lezghian , Ligurian , Limburgan , Lingala , Lithuanian , Lombard , Northern Luri , Latgalian , Luxembourgish , Ganda , Literary Chinese , Marshallese , Maithili , Malayalam , Marathi , Moksha , Eastern Mari , Minangkabau , Macedonian , Malagasy , Maltese , Mongolian , Maori , Western Mari , Malay (macrolanguage) , Creek , Mirandese , Burmese , Erzya , Mazanderani , Min Nan Chinese , Neapolitan , Nauru , Navajo , Ndonga , Low German , Nepali (macrolanguage) , Newari , Dutch , Norwegian Nynorsk , Norwegian , Novial , Pedi , Nyanja , Occitan (post 1500) , Livvi , Oriya (macrolanguage) , Oromo , Ossetian , Pangasinan , Pampanga , Panjabi , Papiamento , Picard , Pennsylvania German , Pfaelzisch , Pitcairn-Norfolk , Pali , Piemontese , Western Panjabi , Pontic , Polish , Portuguese , Pushto , Quechua , Vlax Romani , Romansh , Romanian , Rusyn , Rundi , Macedo-Romanian , Russian , Sango , Yakut , Sanskrit , Sicilian , Scots , Samogitian , Sinhala , Slovak , Slovenian , Northern Sami , Samoan , Shona , Sindhi , Somali , Southern Sotho , Spanish , Albanian , Sardinian , Sranan Tongo , Serbian , Swati , Saterfriesisch , Sundanese , Swahili (macrolanguage) , Swedish , Silesian , Tahitian , Tamil , Tatar , Tulu , Telugu , Tama (Colombia) , Tetum , Tajik , Tagalog , Thai , Tigrinya , Tonga (Tonga Islands) , Tok Pisin , Tswana , Tsonga , Turkmen , Tumbuka , Turkish , Twi , Tuvinian , Udmurt , Uighur , Ukrainian , Urdu , Uzbek , Venetian , Venda , Veps , Vietnamese , Vlaams , Volapük , Võro , Waray (Philippines) , Walloon , Wolof , Wu Chinese , Kalmyk , Xhosa , Mingrelian , Yiddish , Yoruba , Yue Chinese , Zeeuws , Zhuang , Chinese , Zulu , and Dotyali
Description:
Wikipedia plain text data obtained from Wikipedia dumps with WikiExtractor in February 2018.
The data come from all Wikipedias for which dumps could be downloaded at [https://dumps.wikimedia.org/]. This amounts to 297 Wikipedias, usually corresponding to individual languages and identified by their ISO codes. Several special Wikipedias are included, most notably "simple" (Simple English Wikipedia) and "incubator" (tiny hatching Wikipedias in various languages).
For a list of all the Wikipedias, see [https://meta.wikimedia.org/wiki/List_of_Wikipedias].
The script which can be used to get new version of the data is included, but note that Wikipedia limits the download speed for downloading a lot of the dumps, so it takes a few days to download all of them (but one or a few can be downloaded fast).
Also, the format of the dumps changes time to time, so the script will probably eventually stop working one day.
The WikiExtractor tool [http://medialab.di.unipi.it/wiki/Wikipedia_Extractor] used to extract text from the Wikipedia dumps is not mine, I only modified it slightly to produce plaintext outputs [https://github.com/ptakopysk/wikiextractor].
Rights:
Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0) , http://creativecommons.org/licenses/by-sa/3.0/ , and PUB
Creator:
Kondratyuk, Dan and Straka, Milan
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
tool and toolService
Subject:
syntax , dependency parser , and universal dependencies
Language:
Ancient Greek (to 1453) , Arabic , Basque , Bulgarian , Croatian , Czech , Danish , Dutch , English , Estonian , Finnish , French , German , Gothic , Modern Greek (1453-) , Hebrew , Hindi , Hungarian , Indonesian , Irish , Italian , Japanese , Latin , Norwegian , Church Slavic , Persian , Polish , Portuguese , Romanian , Slovenian , Spanish , Swedish , Tamil , Catalan , Chinese , Galician , Kazakh , Latvian , Russian , Turkish , Coptic , Sanskrit , Slovak , Ukrainian , Uighur , Vietnamese , Belarusian , Korean , Lithuanian , Urdu , Russia Buriat , Northern Kurdish , Northern Sami , Upper Sorbian , Afrikaans , Yue Chinese , Marathi , Serbian , Swedish Sign Language , Telugu , Amharic , Armenian , Breton , Faroese , Komi-Zyrian , Nigerian Pidgin , Old French (842-ca. 1400) , Tagalog , Thai , Warlpiri , Yoruba , Akkadian , Bambara , Erzya , and Maltese
Description:
Pretrained model weights for the UDify model, and extracted BERT weights in pytorch-transformers format. Note that these weights slightly differ from those used in the paper.
Rights:
Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) , http://creativecommons.org/licenses/by-sa/4.0/ , and PUB
Creator:
Straka, Milan
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
tool and toolService
Subject:
tokenizer , POS tagger , lemmatization , tagger , parser , and dependency parser
Language:
Afrikaans , Arabic , Belarusian , Bulgarian , Catalan , Czech , Church Slavic , Coptic , Welsh , Danish , German , Modern Greek (1453-) , English , Estonian , Basque , Faroese , Persian , Finnish , French , Old French (842-ca. 1400) , Scottish Gaelic , Irish , Galician , Gothic , Ancient Greek (to 1453) , Ancient Hebrew , Hebrew , Hindi , Croatian , Hungarian , Armenian , Western Armenian , Indonesian , Icelandic , Italian , Japanese , Korean , Latin , Latvian , Lithuanian , Literary Chinese , Marathi , Maltese , Dutch , Norwegian Nynorsk , Norwegian Bokmål , Old Russian , Nigerian Pidgin , Polish , Portuguese , Romanian , Russian , Slovak , Slovenian , Northern Sami , Spanish , Serbian , Swedish , Tamil , Telugu , Turkish , Uighur , Ukrainian , Urdu , Vietnamese , Gambian Wolof , Wolof , and Chinese
Description:
Tokenizer, POS Tagger, Lemmatizer and Parser models for 123 treebanks of 69 languages of Universal Depenencies 2.10 Treebanks, created solely using UD 2.10 data (https://hdl.handle.net/11234/1-4758). The model documentation including performance can be found at https://ufal.mff.cuni.cz/udpipe/2/models#universal_dependencies_210_models .
To use these models, you need UDPipe version 2.0, which you can download from https://ufal.mff.cuni.cz/udpipe/2 .
Rights:
Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) , http://creativecommons.org/licenses/by-nc-sa/4.0/ , and PUB
Creator:
Straka, Milan
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
tool and toolService
Subject:
tokenizer , POS tagger , lemmatization , tagger , parser , and dependency parser
Language:
Afrikaans , Arabic , Belarusian , Bulgarian , Catalan , Czech , Church Slavic , Coptic , Welsh , Danish , German , Modern Greek (1453-) , English , Estonian , Basque , Faroese , Persian , Finnish , French , Old French (842-ca. 1400) , Scottish Gaelic , Irish , Galician , Gothic , Ancient Greek (to 1453) , Ancient Hebrew , Hebrew , Hindi , Croatian , Hungarian , Armenian , Western Armenian , Indonesian , Icelandic , Italian , Japanese , Korean , Latin , Latvian , Lithuanian , Literary Chinese , Marathi , Maltese , Dutch , Norwegian Nynorsk , Norwegian Bokmål , Old Russian , Nigerian Pidgin , Polish , Portuguese , Romanian , Russian , Slovak , Slovenian , Northern Sami , Spanish , Serbian , Swedish , Tamil , Telugu , Turkish , Uighur , Ukrainian , Urdu , Vietnamese , Gambian Wolof , Wolof , Chinese , Norwegian , Erzya , and Manx
Description:
Tokenizer, POS Tagger, Lemmatizer and Parser models for 131 treebanks of 72 languages of Universal Depenencies 2.12 Treebanks, created solely using UD 2.12 data (https://hdl.handle.net/11234/1-5150). The model documentation including performance can be found at https://ufal.mff.cuni.cz/udpipe/2/models#universal_dependencies_212_models .
To use these models, you need UDPipe version 2.0, which you can download from https://ufal.mff.cuni.cz/udpipe/2 .
Rights:
Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) , http://creativecommons.org/licenses/by-nc-sa/4.0/ , and PUB
Creator:
Straka, Milan and Straková, Jana
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
tool and toolService
Subject:
tokenizer , POS tagger , lemmatization , tagger , parser , and dependency parser
Language:
Czech , Afrikaans , Arabic , Belarusian , Bulgarian , Catalan , Church Slavic , Coptic , Danish , German , Modern Greek (1453-) , English , Estonian , Basque , Persian , Finnish , French , Old French (842-ca. 1400) , Irish , Galician , Gothic , Ancient Greek (to 1453) , Hebrew , Hindi , Croatian , Hungarian , Armenian , Indonesian , Italian , Japanese , Kazakh , Korean , Latin , Latvian , Lithuanian , Literary Chinese , Marathi , Maltese , Dutch , Norwegian Nynorsk , Norwegian Bokmål , Old Russian , Polish , Portuguese , Romanian , Russian , Sanskrit , Slovak , Slovenian , Northern Sami , Spanish , Serbian , Swedish , Tamil , Telugu , Turkish , Uighur , Ukrainian , Urdu , Vietnamese , Gambian Wolof , Wolof , and Chinese
Description:
Tokenizer, POS Tagger, Lemmatizer and Parser models for 90 treebanks of 60 languages of Universal Depenencies 2.4 Treebanks, created solely using UD 2.4 data (http://hdl.handle.net/11234/1-2988). The model documentation including performance can be found at http://ufal.mff.cuni.cz/udpipe/models#universal_dependencies_24_models .
To use these models, you need UDPipe binary version at least 1.2, which you can download from http://ufal.mff.cuni.cz/udpipe .
In addition to models itself, all additional data and value of hyperparameters used for training are available in the second archive, allowing reproducible training.
Rights:
Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) , http://creativecommons.org/licenses/by-nc-sa/4.0/ , and PUB
Creator:
Straka, Milan and Straková, Jana
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
tool and toolService
Subject:
tokenizer , POS tagger , lemmatization , tagger , parser , and dependency parser
Language:
Czech , Afrikaans , Arabic , Belarusian , Bulgarian , Catalan , Church Slavic , Coptic , Danish , German , Modern Greek (1453-) , English , Estonian , Basque , Persian , Finnish , French , Old French (842-ca. 1400) , Irish , Galician , Gothic , Ancient Greek (to 1453) , Hebrew , Hindi , Croatian , Hungarian , Armenian , Indonesian , Italian , Japanese , Kazakh , Korean , Latin , Latvian , Lithuanian , Literary Chinese , Marathi , Maltese , Dutch , Norwegian Nynorsk , Norwegian Bokmål , Old Russian , Polish , Portuguese , Romanian , Russian , Sanskrit , Slovak , Slovenian , Northern Sami , Spanish , Serbian , Swedish , Tamil , Telugu , Turkish , Uighur , Ukrainian , Urdu , Vietnamese , Gambian Wolof , Wolof , Chinese , and Scottish Gaelic
Description:
Tokenizer, POS Tagger, Lemmatizer and Parser models for 94 treebanks of 61 languages of Universal Depenencies 2.5 Treebanks, created solely using UD 2.5 data (http://hdl.handle.net/11234/1-3105). The model documentation including performance can be found at http://ufal.mff.cuni.cz/udpipe/models#universal_dependencies_25_models .
To use these models, you need UDPipe binary version at least 1.2, which you can download from http://ufal.mff.cuni.cz/udpipe .
In addition to models itself, all additional data and value of hyperparameters used for training are available in the second archive, allowing reproducible training.
Rights:
Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) , http://creativecommons.org/licenses/by-nc-sa/4.0/ , and PUB
Creator:
Straka, Milan
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
tool and toolService
Subject:
tokenizer , POS tagger , lemmatization , tagger , parser , and dependency parser
Language:
Afrikaans , Arabic , Armenian , Belarusian , Bulgarian , Catalan , Czech , Church Slavic , Coptic , Welsh , Danish , German , Modern Greek (1453-) , English , Estonian , Basque , Persian , Finnish , French , Old French (842-ca. 1400) , Scottish Gaelic , Irish , Galician , Gothic , Ancient Greek (to 1453) , Hebrew , Hindi , Croatian , Hungarian , Indonesian , Italian , Japanese , Korean , Latin , Latvian , Lithuanian , Literary Chinese , Marathi , Maltese , Dutch , Norwegian Nynorsk , Norwegian Bokmål , Old Russian , Nigerian Pidgin , Polish , Portuguese , Romanian , Russian , Slovak , Slovenian , Northern Sami , Spanish , Serbian , Swedish , Tamil , Telugu , Turkish , Uighur , Ukrainian , Urdu , Vietnamese , Gambian Wolof , Wolof , and Chinese
Description:
Tokenizer, POS Tagger, Lemmatizer and Parser models for 99 treebanks of 63 languages of Universal Depenencies 2.6 Treebanks, created solely using UD 2.6 data (https://hdl.handle.net/11234/1-3226). The model documentation including performance can be found at https://ufal.mff.cuni.cz/udpipe/2/models#universal_dependencies_26_models .
To use these models, you need UDPipe version 2.0, which you can download from https://ufal.mff.cuni.cz/udpipe/2 .
Rights:
Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) , http://creativecommons.org/licenses/by-nc-sa/4.0/ , and PUB
Creator:
Majliš, Martin
Publisher:
Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
Type:
text and corpus
Subject:
multilingual corpora
Language:
Afrikaans , Tosk Albanian , Amharic , Arabic , Aragonese , Egyptian Arabic , Asturian , Azerbaijani , Belarusian , Bengali , Bosnian , Bishnupriya , Breton , Buginese , Bulgarian , Catalan , Cebuano , Czech , Chuvash , Corsican , Welsh , Danish , German , Dimli (individual language) , Modern Greek (1453-) , English , Esperanto , Estonian , Basque , Faroese , Persian , Finnish , French , Western Frisian , Gan Chinese , Scottish Gaelic , Irish , Galician , Gilaki , Gujarati , Haitian , Serbo-Croatian , Hebrew , Fiji Hindi , Hindi , Croatian , Upper Sorbian , Hungarian , Armenian , Ido , Interlingua (International Auxiliary Language Association) , Indonesian , Icelandic , Italian , Javanese , Japanese , Kannada , Georgian , Kazakh , Korean , Kurdish , Latin , Latvian , Limburgan , Lithuanian , Lombard , Luxembourgish , Malayalam , Marathi , Macedonian , Malagasy , Mongolian , Maori , Malay (macrolanguage) , Burmese , Neapolitan , Low German , Nepali (macrolanguage) , Newari , Dutch , Norwegian Nynorsk , Norwegian , Occitan (post 1500) , Ossetian , Pampanga , Piemontese , Polish , Portuguese , Quechua , Romanian , Russian , Yakut , Sicilian , Scots , Slovak , Slovenian , Spanish , Albanian , Serbian , Sundanese , Swahili (macrolanguage) , Swedish , Tamil , Tatar , Telugu , Tajik , Tagalog , Thai , Turkish , Ukrainian , Urdu , Uzbek , Venetian , Vietnamese , Volapük , Waray (Philippines) , Walloon , Yiddish , Yoruba , and Chinese
Description:
A set of corpora for 120 languages automatically collected from wikipedia and the web.
Collected using the W2C toolset: http://hdl.handle.net/11858/00-097C-0000-0022-60D6-1
Rights:
Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0) , http://creativecommons.org/licenses/by-sa/3.0/ , and PUB