conText: 'a la Carte' on Text (ConText) Embedding Regression

A fast, flexible and transparent framework to estimate context-specific word and short document embeddings using the 'a la carte' embeddings approach developed by Khodak et al. (2018) <doi:10.48550/arXiv.1805.05388> and evaluate hypotheses about covariate effects on embeddings using the regression framework developed by Rodriguez et al. (2021)<>.

Version: 1.4.3
Depends: R (≥ 3.6.0)
Imports: dplyr, Matrix (≥ 1.3-2), quanteda (≥ 3.0.0), text2vec (≥ 0.6), reshape2 (≥ 1.4.4), fastDummies (≥ 1.6.3), stringr (≥ 1.4.0), tidyr (≥ 1.1.3), ggplot2, methods
Suggests: SnowballC (≥ 0.7.0), hunspell, knitr, rmarkdown, formatR
Published: 2023-02-09
DOI: 10.32614/CRAN.package.conText
Author: Pedro L. Rodriguez ORCID iD [aut, cre, cph], Arthur Spirling ORCID iD [aut], Brandon Stewart ORCID iD [aut], Christopher Barrie ORCID iD [ctb]
Maintainer: Pedro L. Rodriguez <pedro.rodriguezsosa at>
License: GPL-3
NeedsCompilation: no
Language: en-US
Materials: README
CRAN checks: conText results


Reference manual: conText.pdf
Vignettes: Quick Start Guide


Package source: conText_1.4.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): conText_1.4.3.tgz, r-oldrel (arm64): conText_1.4.3.tgz, r-release (x86_64): conText_1.4.3.tgz, r-oldrel (x86_64): conText_1.4.3.tgz
Old sources: conText archive


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