Version 2020-01-01

FastText and Word2Vec Spanish Medical Embeddings

Soares, Felipe;Villegas, Marta;Gonzalez-Agirre, Aitor;Armengol-Estapé, Jordi;Krallinger, Martin

Description

[Plan TL/medicine/word embeddings] Word embeddings generated from Spanish corpora that include: (a) the full-text in Spanish available in Scielo.org (until December/2018), (b) all articles from the following Wikipedia categories: Pharmacology, Pharmacy, Medicine and Biology (during December/2018) and (c) the concatenation of the previous two corpora. To generate the word embedding two different approaches were used: Word2Vec and fastText. For more information, we refer to the corresponding article: https://www.aclweb.org/anthology/W19-1916/

Citations (0)

Mentions (0)

Metrics

Dataset Index

1.4

FAIR Score

79%

Citations

0

Mentions

2

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Open Access

Assigned Domain

Subfield

Artificial Intelligence

Field

Computer Science

Domain

Physical Sciences

Confidence Score

96%

Source

Open Alex

Keywords

PlanTL, Natural Language Processing, Word Embeddingshttp://id.loc.gov/authorities/subjects/sh88002425

Normalization Factors

FT

57.69

CTw

1.00

MTw

1.00