Word embeddings CLARIN.SI-embed

This is a set of word embeddings for 5 languages.* CLARIN.SI-embed.bg contains word embeddings for Bulgarian induced from the MaCoCu-bg web crawl corpus. The embeddings are based on the skip-gram model of fastText trained on 4,120,343,820 tokens of running text for 2,746,640 lowercased surface forms.
* CLARIN.SI-embed.hr contains word embeddings induced from a large collection of Croatian texts composed of the Croatian web corpus hrWaC, a 400-million-token-heavy collection of newspaper texts and MaCoCu-hr. The embeddings are based on the skip-gram model of fastText trained on 4,586,769,197 tokens of running text for 3,406,574 lowercased surface forms.
* CLARIN.SI-embed.mk contains word embeddings induced from a large collection of Macedonian texts crawled from the .mk top-level domain. The embeddings are based on the skip-gram model of fastText trained on 933,231,582 tokens of running text for 986,670 lowercased surface forms.
* CLARIN.SI-embed.sr contains word embeddings induced from the srWaC and MaCoCu-sr web corpora. The embeddings are based on the skip-gram model of fastText trained on 3,434,602,575 tokens of running text for 2,676,036 lowercased surface forms.
* CLARIN.SI-embed.sl contains word embeddings induced from a large collection of Slovene texts composed of existing corpora of Slovene, e.g GigaFida, Janes, KAS, slWaC, MaCoCu-sl, etc. The embeddings are based on the skip-gram model of fastText trained on 5,791,405,942 tokens of running text for 3,471,054 lowercased surface forms.
The models are available for download from the CLARIN.SI repository.