Available Models

Indra offers dozens of pre-build models in 14 languages generated from several text corpora using different model algorithms. The pre-build models are listed by language.

English

• w2v-en-googlenews - Word2Vec algorithm applied to the text corpus Google News;
• w2v-en-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• dep-en-wiki-2014 - Dependency-Based algorithm applied to the text corpus Wikipedia 2014;
• glove-en-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-en-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-en-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• wg-en-cn-169 - It is built using an ensemble that combines models from Positive Pointwise Mutual Information (applied to the text corpus ConceptNet5.5), Word2Vec (applied to the text corpus Google News) and GloVe (applied to the text corpus Common Crawl) using a variation on retrofitting.

Chinise

• w2v-zh-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-zh-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-zh-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-zh-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

German

• w2v-de-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-de-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-de-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-de-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Russian

• w2v-ru-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-ru-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-ru-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-ru-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

French

• w2v-fr-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-fr-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-fr-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-fr-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Spanish

• w2v-es-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-es-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-es-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-es-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Italian

• w2v-it-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-it-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-it-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-it-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Portuguese

• w2v-pt-2bi-exp1 - Word2Vec algorithm applied to the text corpus of 2 Billion tokens proposed by Rodrigues & Branco (LREC-2018) ;
• w2v-pt-2bi-exp2 - Word2Vec algorithm applied to the text corpus of 2 Billion tokens proposed by Rodrigues & Branco (LREC-2018) ;
• w2v-pt-2bi-exp3 - Word2Vec algorithm applied to the text corpus of 2 Billion tokens proposed by Rodrigues & Branco (LREC-2018) ;
• w2v-pt-2bi-exp4 - Word2Vec algorithm applied to the text corpus of 2 Billion tokens proposed by Rodrigues & Branco (LREC-2018) ;
• w2v-pt-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-pt-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-pt-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-pt-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Japanese

• w2v-ja-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-ja-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-ja-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-ja-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Korean

• w2v-ko-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-ko-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2016;
• esa-ko-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-ko-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Dutch

• w2v-nl-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-nl-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-nl-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-nl-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Swedish

• w2v-sv-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-sv-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-sv-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-sv-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Arabic

• w2v-ar-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-ar-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-ar-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-ar-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Farsi (Persian)

• w2v-fa-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-fa-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2018;
• esa-fa-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-fa-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.

Greek

• w2v-el-wiki-2018 - Word2Vec algorithm applied to the text corpus Wikipedia 2018;
• glove-el-wiki-2018 - GloVe algorithm applied to the text corpus Wikipedia 2016;
• esa-el-wiki-2018 - Explicit Semantic Analysis algorithm applied to the text corpus Wikipedia 2018;
• lsa-el-wiki-2018 - Latent Semantic Analysis algorithm applied to the text corpus Wikipedia 2018.