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)<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 |
Documentation:
| Reference manual: | conText.pdf |
| Vignettes: |
Quick Start Guide |
Downloads:
| 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-devel (arm64): conText_1.4.3.tgz, r-release (arm64): conText_1.4.3.tgz, r-oldrel (arm64): conText_1.4.3.tgz, r-devel (x86_64): 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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