fastText: Efficient Learning of Word Representations and Sentence Classification

An interface to the 'fastText' <https://github.com/facebookresearch/fastText> library for efficient learning of word representations and sentence classification. The 'fastText' algorithm is explained in detail in (i) "Enriching Word Vectors with subword Information", Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomas Mikolov, 2017, <doi:10.1162/tacl_a_00051>; (ii) "Bag of Tricks for Efficient Text Classification", Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas Mikolov, 2017, <doi:10.18653/v1/e17-2068>; (iii) "FastText.zip: Compressing text classification models", Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Herve Jegou, Tomas Mikolov, 2016, <arXiv:1612.03651>.

Package details

AuthorLampros Mouselimis [aut, cre] (<https://orcid.org/0000-0002-8024-1546>), Facebook Inc [cph]
MaintainerLampros Mouselimis <mouselimislampros@gmail.com>
LicenseMIT + file LICENSE
Version1.0.4
URL https://github.com/mlampros/fastText
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("fastText")

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fastText documentation built on May 29, 2024, 3:37 a.m.