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Conduct various tests for evaluating implicit biases in word embeddings: Word Embedding Association Test (Caliskan et al., 2017), <doi:10.1126/science.aal4230>, Relative Norm Distance (Garg et al., 2018), <doi:10.1073/pnas.1720347115>, Mean Average Cosine Similarity (Mazini et al., 2019) <doi:10.48550/arXiv.1904.04047>, SemAxis (An et al., 2018) <doi:10.48550/arXiv.1806.05521>, Relative Negative Sentiment Bias (Sweeney & Najafian, 2019) <doi:10.18653/v1/P19-1162>, and Embedding Coherence Test (Dev & Phillips, 2019) <doi:10.48550/arXiv.1901.07656>.
Version: | 0.1.8 |
Depends: | R (≥ 3.5) |
Imports: | Rcpp, purrr, quanteda, LiblineaR, proxy, data.table, cli, combinat |
LinkingTo: | Rcpp |
Suggests: | covr, testthat (≥ 3.0.0) |
Published: | 2023-11-07 |
DOI: | 10.32614/CRAN.package.sweater |
Author: | Chung-hong Chan [aut, cre] |
Maintainer: | Chung-hong Chan <chainsawtiney at gmail.com> |
BugReports: | https://github.com/gesistsa/sweater/issues |
License: | GPL (≥ 3) |
URL: | https://github.com/gesistsa/sweater |
NeedsCompilation: | yes |
Citation: | sweater citation info |
Materials: | README |
CRAN checks: | sweater results |
Reference manual: | sweater.pdf |
Package source: | sweater_0.1.8.tar.gz |
Windows binaries: | r-devel: sweater_0.1.8.zip, r-release: sweater_0.1.8.zip, r-oldrel: sweater_0.1.8.zip |
macOS binaries: | r-release (arm64): sweater_0.1.8.tgz, r-oldrel (arm64): sweater_0.1.8.tgz, r-release (x86_64): sweater_0.1.8.tgz, r-oldrel (x86_64): sweater_0.1.8.tgz |
Old sources: | sweater archive |
Reverse suggests: | FMAT, PsychWordVec |
Please use the canonical form https://CRAN.R-project.org/package=sweater 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.