NLPL word embeddings repository

brought to you by LTG Oslo (work in progress)

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.

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Language

Select one or more languages:

Algorithms:

fastText Continuous Bag-of-Words Gensim Continuous Skipgram Word2Vec Continuous Skipgram Embeddings from Language Models (ELMo) Global Vectors Gensim Continuous Bag-of-Words fastText Skipgram

Lemmatization:

True False

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	True
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
77	Download	100	5	Norsk Aviskorpus + NoWaC + NBDigital	4480046	Gensim Continuous Bag-of-Words	False
78	Download	100	15	Norsk Aviskorpus + NoWaC + NBDigital	4031461	Global Vectors	True
79	Download	100	15	Norsk Aviskorpus + NoWaC + NBDigital	4480047	Global Vectors	False
80	Download	100	5	Norsk Aviskorpus + NoWaC + NBDigital	3998140	fastText Skipgram	True
81	Download	100	5	Norsk Aviskorpus + NoWaC + NBDigital	4428648	fastText Skipgram	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
100	Download	100	5	Norsk Aviskorpus + NoWaC + NBDigital	4480046	Gensim Continuous Skipgram	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
110	Download	100	5	Norsk Aviskorpus + NoWaC + NBDigital	4428648	fastText Continuous Bag-of-Words	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