NLPL word embeddings repository

brought to you by Language Technology Group at the University of Oslo

We feature models trained with clearly stated hyperparametes, on clearly described and linguistically pre-processed corpora.

More information and hints at the NLPL wiki page. You can also download the JSON file containing metadata for all the models in the repository.

Filter your search by:

Language

Algorithms:

Lemmatization:

All models

ID Download link Vector size Window Corpus Vocabulary size Algorithm Lemmatization
0 Download 300 10 British National Corpus
 163473 Gensim Continuous Skipgram True
1 Download 300 None Google News 2013
 2883863 Gensim Continuous Skipgram False
2 Download 300 5 Norsk Aviskorpus/NoWaC
 306943 Gensim Continuous Skipgram True
3 Download 300 5 English Wikipedia Dump of February 2017
 296630 Gensim Continuous Skipgram True
4 Download 300 2 Gigaword 5th Edition
 314815 Gensim Continuous Skipgram True
5 Download 300 5 English Wikipedia Dump of February 2017
 273992 Gensim Continuous Skipgram True
6 Download 300 5 English Wikipedia Dump of February 2017
 302866 Gensim Continuous Skipgram False
7 Download 300 5 English Wikipedia Dump of February 2017
 273930 Global Vectors True
8 Download 300 5 English Wikipedia Dump of February 2017
 302815 Global Vectors False
9 Download 300 5 English Wikipedia Dump of February 2017
 273930 fastText Skipgram True
10 Download 300 5 English Wikipedia Dump of February 2017
 302815 fastText Skipgram False
11 Download 300 5 Gigaword 5th Edition
 261794 Gensim Continuous Skipgram True
12 Download 300 5 Gigaword 5th Edition
 292479 Gensim Continuous Skipgram False
13 Download 300 5 Gigaword 5th Edition
 262269 Global Vectors True
14 Download 300 5 Gigaword 5th Edition
 292967 Global Vectors False
15 Download 300 5 Gigaword 5th Edition
 262269 fastText Skipgram True
16 Download 300 5 Gigaword 5th Edition
 292967 fastText Skipgram False
17 Download 300 5 English Wikipedia Dump of February 2017
Gigaword 5th Edition
 259882 Gensim Continuous Skipgram True
True
18 Download 300 5 English Wikipedia Dump of February 2017
Gigaword 5th Edition
 291186 Gensim Continuous Skipgram False
False
19 Download 300 5 English Wikipedia Dump of February 2017
Gigaword 5th Edition
 260073 Global Vectors True
True
20 Download 300 5 English Wikipedia Dump of February 2017
Gigaword 5th Edition
 291392 Global Vectors False
False
21 Download 300 5 English Wikipedia Dump of February 2017
Gigaword 5th Edition
 260073 fastText Skipgram True
True
22 Download 300 5 English Wikipedia Dump of February 2017
Gigaword 5th Edition
 291392 fastText Skipgram False
False
23 Download 300 5 English Wikipedia Dump of February 2017
 228670 Gensim Continuous Skipgram True
24 Download 300 5 English Wikipedia Dump of February 2017
 228671 fastText Skipgram True
25 Download 300 5 English Wikipedia Dump of February 2017
 228671 Global Vectors True
26 Download 300 5 Gigaword 5th Edition
 209512 Gensim Continuous Skipgram True
27 Download 300 5 Gigaword 5th Edition
 209865 Global Vectors True
28 Download 300 5 Gigaword 5th Edition
 209865 fastText Skipgram True
29 Download 300 2 Gigaword 5th Edition
 297790 Gensim Continuous Skipgram True
30 Download 100 10 Ancient Greek CoNLL17 corpus
 45742 Word2Vec Continuous Skipgram False
31 Download 100 10 Arabic CoNLL17 corpus
 1071056 Word2Vec Continuous Skipgram False
32 Download 100 10 Basque CoNLL17 corpus
 426736 Word2Vec Continuous Skipgram False
33 Download 100 10 Bulgarian CoNLL17 corpus
 628026 Word2Vec Continuous Skipgram False
34 Download 100 10 Catalan CoNLL17 corpus
 799020 Word2Vec Continuous Skipgram False
35 Download 100 10 ChineseT CoNLL17 corpus
 1935503 Word2Vec Continuous Skipgram False
36 Download 100 10 Croatian CoNLL17 corpus
 928316 Word2Vec Continuous Skipgram False
37 Download 100 10 Czech CoNLL17 corpus
 1767815 Word2Vec Continuous Skipgram False
38 Download 100 10 Danish CoNLL17 corpus
 1655886 Word2Vec Continuous Skipgram False
39 Download 100 10 Dutch CoNLL17 corpus
 2610658 Word2Vec Continuous Skipgram False
40 Download 100 10 English CoNLL17 corpus
 4027169 Word2Vec Continuous Skipgram False
41 Download 100 10 Estonian CoNLL17 corpus
 926795 Word2Vec Continuous Skipgram False
42 Download 100 10 Finnish CoNLL17 corpus
 2433286 Word2Vec Continuous Skipgram False
43 Download 100 10 French CoNLL17 corpus
 2567698 Word2Vec Continuous Skipgram False
44 Download 100 10 Galician CoNLL17 corpus
 363106 Word2Vec Continuous Skipgram False
45 Download 100 10 German CoNLL17 corpus
 4946997 Word2Vec Continuous Skipgram False
46 Download 100 10 Greek CoNLL17 corpus
 1183194 Word2Vec Continuous Skipgram False
47 Download 100 10 Hebrew CoNLL17 corpus
 672384 Word2Vec Continuous Skipgram False
48 Download 100 10 Hindi CoNLL17 corpus
 219285 Word2Vec Continuous Skipgram False
49 Download 100 10 Hungarian CoNLL17 corpus
 2702663 Word2Vec Continuous Skipgram False
50 Download 100 10 Indonesian CoNLL17 corpus
 2899107 Word2Vec Continuous Skipgram False
51 Download 100 10 Irish CoNLL17 corpus
 87115 Word2Vec Continuous Skipgram False
52 Download 100 10 Italian CoNLL17 corpus
 2469122 Word2Vec Continuous Skipgram False
53 Download 100 10 Japanese CoNLL17 corpus
 3989605 Word2Vec Continuous Skipgram False
54 Download 100 10 Kazakh CoNLL17 corpus
 176643 Word2Vec Continuous Skipgram False
55 Download 100 10 Korean CoNLL17 corpus
 1780757 Word2Vec Continuous Skipgram False
56 Download 100 10 Latin CoNLL17 corpus
 555381 Word2Vec Continuous Skipgram False
57 Download 100 10 Latvian CoNLL17 corpus
 560445 Word2Vec Continuous Skipgram False
58 Download 100 10 Norwegian-Bokmaal CoNLL17 corpus
 1182371 Word2Vec Continuous Skipgram False
59 Download 100 10 Norwegian-Nynorsk CoNLL17 corpus
 223763 Word2Vec Continuous Skipgram False
60 Download 100 10 Old Church Slavonic CoNLL17 corpus
 357 Word2Vec Continuous Skipgram False
61 Download 100 10 Persian CoNLL17 corpus
 966446 Word2Vec Continuous Skipgram False
62 Download 100 10 Polish CoNLL17 corpus
 4420598 Word2Vec Continuous Skipgram False
63 Download 100 10 Portuguese CoNLL17 corpus
 2536452 Word2Vec Continuous Skipgram False
64 Download 100 10 Romanian CoNLL17 corpus
 2153518 Word2Vec Continuous Skipgram False
65 Download 100 10 Russian CoNLL17 corpus
 3338424 Word2Vec Continuous Skipgram False
66 Download 100 10 Slovak CoNLL17 corpus
 1188804 Word2Vec Continuous Skipgram False
67 Download 100 10 Slovenian CoNLL17 corpus
 706835 Word2Vec Continuous Skipgram False
68 Download 100 10 Spanish CoNLL17 corpus
 2656057 Word2Vec Continuous Skipgram False
69 Download 100 10 Swedish CoNLL17 corpus
 3010472 Word2Vec Continuous Skipgram False
70 Download 100 10 Turkish CoNLL17 corpus
 3633786 Word2Vec Continuous Skipgram False
71 Download 100 10 Ukrainian CoNLL17 corpus
 942071 Word2Vec Continuous Skipgram False
72 Download 100 10 Urdu CoNLL17 corpus
 108310 Word2Vec Continuous Skipgram False
73 Download 100 10 Uyghur CoNLL17 corpus
 27757 Word2Vec Continuous Skipgram False
74 Download 100 10 Vietnamese CoNLL17 corpus
 3847942 Word2Vec Continuous Skipgram False
75 Download 400 5 Oil and Gas corpus
 285055 Gensim Continuous Bag-of-Words True
76 Download 100 5 Norsk Aviskorpus
NoWaC
NBDigital
 4031460 Gensim Continuous Bag-of-Words True
True
True
77 Download 100 5 Norsk Aviskorpus
NoWaC
NBDigital
 4480046 Gensim Continuous Bag-of-Words False
False
False
78 Download 100 15 Norsk Aviskorpus
NoWaC
NBDigital
 4031461 Global Vectors True
True
True
79 Download 100 15 Norsk Aviskorpus
NoWaC
NBDigital
 4480047 Global Vectors False
False
False
80 Download 100 5 Norsk Aviskorpus
NoWaC
NBDigital
 3998140 fastText Skipgram True
True
True
81 Download 100 5 Norsk Aviskorpus
NoWaC
NBDigital
 4428648 fastText Skipgram False
False
False
82 Download 300 10 ENC3: English Common Crawl Corpus
 2000000 Global Vectors False
83 Download 100 15 Norsk Aviskorpus
NoWaC
 2239665 Global Vectors True
True
84 Download 100 15 Norsk Aviskorpus
NoWaC
 2551820 Global Vectors False
False
85 Download 100 15 Norsk Aviskorpus
 1487995 Global Vectors True
86 Download 100 15 Norsk Aviskorpus
 1728101 Global Vectors False
87 Download 100 15 NoWaC
 1199275 Global Vectors True
88 Download 100 15 NoWaC
 1356633 Global Vectors False
89 Download 100 15 NBDigital
 2187703 Global Vectors True
90 Download 100 15 NBDigital
 2390584 Global Vectors False
91 Download 100 5 Norsk Aviskorpus
NoWaC
 2239664 Gensim Continuous Bag-of-Words True
True
92 Download 100 5 Norsk Aviskorpus
NoWaC
 2551819 Gensim Continuous Bag-of-Words False
False
93 Download 100 5 Norsk Aviskorpus
 1487994 Gensim Continuous Bag-of-Words True
94 Download 100 5 Norsk Aviskorpus
 1728100 Gensim Continuous Bag-of-Words False
95 Download 100 5 NoWaC
 1199274 Gensim Continuous Bag-of-Words True
96 Download 100 5 NoWaC
 1356632 Gensim Continuous Bag-of-Words False
97 Download 100 5 NBDigital
 2187702 Gensim Continuous Bag-of-Words True
98 Download 100 5 NBDigital
 2390583 Gensim Continuous Bag-of-Words False
99 Download 100 5 Norsk Aviskorpus
NoWaC
NBDigital
 4031460 Gensim Continuous Skipgram True
True
True
100 Download 100 5 Norsk Aviskorpus
NoWaC
NBDigital
 4480046 Gensim Continuous Skipgram False
False
False
101 Download 100 5 Norsk Aviskorpus
NoWaC
 2239664 Gensim Continuous Skipgram True
True
102 Download 100 5 Norsk Aviskorpus
NoWaC
 2551819 Gensim Continuous Skipgram False
False
103 Download 100 5 Norsk Aviskorpus
 1487994 Gensim Continuous Skipgram True
104 Download 100 5 Norsk Aviskorpus
 1728100 Gensim Continuous Skipgram False
105 Download 100 5 NoWaC
 1199274 Gensim Continuous Skipgram True
106 Download 100 5 NoWaC
 1356632 Gensim Continuous Skipgram False
107 Download 100 5 NBDigital
 2187702 Gensim Continuous Skipgram True
108 Download 100 5 NBDigital
 2390583 Gensim Continuous Skipgram False
109 Download 100 5 Norsk Aviskorpus
NoWaC
NBDigital
 3998140 fastText Continuous Bag-of-Words True
True
True
110 Download 100 5 Norsk Aviskorpus
NoWaC
NBDigital
 4428648 fastText Continuous Bag-of-Words False
False
False
111 Download 100 5 Norsk Aviskorpus
NoWaC
 2239665 fastText Continuous Bag-of-Words True
True
112 Download 100 5 Norsk Aviskorpus
NoWaC
 2551820 fastText Continuous Bag-of-Words False
False
113 Download 100 5 Norsk Aviskorpus
 1487995 fastText Continuous Bag-of-Words True
114 Download 100 5 Norsk Aviskorpus
 1728101 fastText Continuous Bag-of-Words False
115 Download 100 5 NoWaC
 1199275 fastText Continuous Bag-of-Words True
116 Download 100 5 NoWaC
 1356633 fastText Continuous Bag-of-Words False
117 Download 100 5 NBDigital
 2187703 fastText Continuous Bag-of-Words True
118 Download 100 5 NBDigital
 2390584 fastText Continuous Bag-of-Words False
119 Download 100 5 Norsk Aviskorpus
NoWaC
 2239665 fastText Skipgram True
True
120 Download 100 5 Norsk Aviskorpus
NoWaC
 2551820 fastText Skipgram False
False
121 Download 100 5 Norsk Aviskorpus
 1487995 fastText Skipgram True
122 Download 100 5 Norsk Aviskorpus
 1728101 fastText Skipgram False
123 Download 100 5 NoWaC
 1199275 fastText Skipgram True
124 Download 100 5 NoWaC
 1356633 fastText Skipgram False
125 Download 100 5 NBDigital
 2187703 fastText Skipgram True
126 Download 100 5 NBDigital
 2390584 fastText Skipgram False
127 Download 50 5 Norsk Aviskorpus
NoWaC
 2551820 fastText Skipgram False
False
128 Download 300 5 Norsk Aviskorpus
NoWaC
 2551820 fastText Skipgram False
False
129 Download 600 5 Norsk Aviskorpus
NoWaC
 2551820 fastText Skipgram False
False
130 Download 50 5 Norsk Aviskorpus
 1487995 fastText Skipgram True
131 Download 300 5 Norsk Aviskorpus
 1487995 fastText Skipgram True
132 Download 600 5 Norsk Aviskorpus
 1487995 fastText Skipgram True
133 Download 50 5 Norsk Aviskorpus
 1487994 Gensim Continuous Bag-of-Words True
134 Download 300 5 Norsk Aviskorpus
 1487994 Gensim Continuous Bag-of-Words True
135 Download 600 5 Norsk Aviskorpus
 1487994 Gensim Continuous Bag-of-Words True
136 Download Arabic CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
137 Download Bulgarian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
138 Download Catalan CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
139 Download Czech CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
140 Download Old Church Slavonic CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
141 Download Danish CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
142 Download German CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
143 Download Greek CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
144 Download English CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
145 Download Spanish CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
146 Download Estonian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
147 Download Basque CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
148 Download Persian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
149 Download Finnish CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
150 Download French CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
151 Download Irish CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
152 Download Galician CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
153 Download Ancient Greek CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
154 Download Hebrew CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
155 Download Hindi CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
156 Download Croatian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
157 Download Hungarian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
158 Download Indonesian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
159 Download Italian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
160 Download Japanese CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
161 Download Korean CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
162 Download Latin CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
163 Download Latvian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
164 Download Dutch CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
165 Download Norwegian-Bokmaal CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
166 Download Norwegian-Nynorsk CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
167 Download Polish CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
168 Download Portuguese CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
169 Download Romanian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
170 Download Russian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
171 Download Slovak CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
172 Download Slovenian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
173 Download Swedish CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
174 Download Turkish CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
175 Download Uyghur CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
176 Download Ukrainian CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
177 Download Urdu CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
178 Download Vietnamese CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
179 Download ChineseT CoNLL17 corpus
 Embeddings from Language Models (ELMo) False
180 Download 300 20 Russian National Corpus
 189193 Gensim Continuous Bag-of-Words True
181 Download 300 2 Russian National Corpus
 164996 fastText Skipgram True
182 Download 300 2 Russian National Corpus
Russian Wikipedia dump of December 2018
 248978 Gensim Continuous Skipgram True
True
183 Download 300 5 Russian National Corpus
Russian Wikipedia dump of December 2018
 248118 Gensim Continuous Skipgram True
True
184 Download 300 5 Russian News
 249318 Gensim Continuous Skipgram True
185 Download 300 2 Taiga corpus
 249565 Gensim Continuous Skipgram True
186 Download 300 5 Taiga corpus
 249946 Gensim Continuous Skipgram True
187 Download 300 10 Taiga corpus
 192415 fastText Continuous Bag-of-Words True
188 Download 300 3 Corpus of Historical American English (diachronic)
 100000 Gensim Continuous Bag-of-Words True
189 Download 300 3 NBdigital corpus (diachronic)
 100000 Gensim Continuous Bag-of-Words True
190 Download 300 3 Russian National Corpus (diachronic)
 100000 Gensim Continuous Bag-of-Words True
191 Download 300 5 Gigaword 5th Edition (diachronic)
 Gensim Continuous Bag-of-Words True
192 Download 300 5 News on the Web (diachronic)
 Gensim Continuous Bag-of-Words True
193 Download 1024 English Wikipedia Dump of February 2017
 Embeddings from Language Models (ELMo) False
194 Download 1024 News on the Web
 Embeddings from Language Models (ELMo) False
195 Download 1024 Russian Wikipedia dump of December 2018
Russian National Corpus
 Embeddings from Language Models (ELMo) False
False
196 Download 1024 Russian Wikipedia dump of December 2018
Russian National Corpus
 Embeddings from Language Models (ELMo) True
True
197 Download 768 Finnish web corpus
 BERT False
198 Download 768 Finnish web corpus
 BERT False
199 Download 2048 Taiga corpus
 Embeddings from Language Models (ELMo) True
200 Download 300 3 English Wikipedia Dump of October 2019
 249212 Gensim Continuous Skipgram True
201 Download 1024 German Wikipedia Dump of March 2020
 Embeddings from Language Models (ELMo) True
202 Download 1024 Swedish Wikipedia Dump of March 2020
 Embeddings from Language Models (ELMo) True
203 Download 1024 Latin Wikipedia Dump of March 2020
 Embeddings from Language Models (ELMo) True
204 Download 300 2 Russian National Corpus
Russian Wikipedia dump of December 2018
Russian News from Dialogue Evaluation 2020
Araneum Russicum Maximum
 998459 Gensim Continuous Bag-of-Words True
True
True
True
205 Download 100 5 Polish CommonCrawl Dump of December 2019
 4885806 fastText Continuous Bag-of-Words False
206 Download 100 5 Polish CommonCrawl Dump of December 2019
 4885806 fastText Skipgram False
207 Download 100 5 Polish CommonCrawl Dump of December 2019
 35193029 Gensim Continuous Bag-of-Words False
208 Download 100 5 Polish CommonCrawl Dump of December 2019
 35193029 Gensim Continuous Skipgram False
209 Download 1024 English Wikipedia Dump of October 2019
 Embeddings from Language Models (ELMo) True
210 Download 1024 Norwegian Wikipedia Dump of September 2020
 Embeddings from Language Models (ELMo) True
211 Download 1024 Norwegian Wikipedia Dump of September 2020
 Embeddings from Language Models (ELMo) False
212 Download 2048 Araneum Russicum Maximum
 Embeddings from Language Models (ELMo) True
213 Download 300 5 GeoWAC: Population-balanced Russian Gigaword Corpus
 154923 fastText Skipgram True
214 Download 300 5 GeoWAC: Population-balanced Russian Gigaword Corpus
 347295 fastText Skipgram False
216 Download 768 Norsk Aviskorpus
Norwegian Bokmål Wikipedia Dump of September 2020
Norwegian Nynorsk Wikipedia Dump of September 2020
 BERT False
False
False
217 Download 2048 Norsk Aviskorpus
Norwegian Bokmål Wikipedia Dump of September 2020
Norwegian Nynorsk Wikipedia Dump of September 2020
 Embeddings from Language Models (ELMo) False
False
False
218 Download 2048 Norsk Aviskorpus
Norwegian Bokmål Wikipedia Dump of September 2020
Norwegian Nynorsk Wikipedia Dump of September 2020
 Embeddings from Language Models (ELMo) False
False
False

Version 2.0

This page accompanies the following paper:

Fares, Murhaf; Kutuzov, Andrei; Oepen, Stephan & Velldal, Erik (2017). Word vectors, reuse, and replicability: Towards a community repository of large-text resources, In Jörg Tiedemann (ed.), Proceedings of the 21st Nordic Conference on Computational Linguistics, NoDaLiDa, 22-24 May 2017. Linköping University Electronic Press. ISBN 978-91-7685-601-7

UiO Language Technology Group University of Oslo

Nordic Language Processing Laboratory (NLPL) Nordic Language Processing Laboratory (NLPL)

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