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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)<https://github.com/prodriguezsosa/EmbeddingRegression>.
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 [aut, cre, cph], Arthur Spirling [aut], Brandon Stewart [aut], Christopher Barrie [ctb] |
Maintainer: | Pedro L. Rodriguez <pedro.rodriguezsosa at gmail.com> |
BugReports: | https://github.com/prodriguezsosa/ConText/issues |
License: | GPL-3 |
URL: | https://github.com/prodriguezsosa/EmbeddingRegression |
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: conText_1.4.3.zip, r-release: conText_1.4.3.zip, r-oldrel: conText_1.4.3.zip |
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 |
Please use the canonical form https://CRAN.R-project.org/package=conText to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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