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sweater  

Speedy Word Embedding Association Test and Extras Using R
View on CRAN: Click here


Download and install sweater package within the R console
Install from CRAN:
install.packages("sweater")

Install from Github:
library("remotes")
install_github("cran/sweater")

Install by package version:
library("remotes")
install_version("sweater", "0.1.8")



Attach the package and use:
library("sweater")
Maintained by
Chung-hong Chan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-19
Latest Update: 2023-11-07
Description:
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>.
How to cite:
Chung-hong Chan (2021). sweater: Speedy Word Embedding Association Test and Extras Using R. R package version 0.1.8, https://cran.r-project.org/web/packages/sweater. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2021-11-19 15:30), 0.1.1 (2021-11-22 12:40), 0.1.2 (2021-11-24 12:10), 0.1.4 (2022-01-20 23:30), 0.1.5 (2022-04-20 14:30), 0.1.6 (2022-05-04 09:30), 0.1.7 (2022-11-05 11:50)
Other packages that cited sweater R package
View sweater citation profile
Other R packages that sweater depends, imports, suggests or enhances
Complete documentation for sweater
Functions, R codes and Examples using the sweater R package
Some associated functions: calculate_es . ect . ect_es . glove_math . googlenews . mac . mac_es . nas . plot_bias . plot_ect . query . read_word2vec . rnd . rnd_es . rnsb . rnsb_es . semaxis . small_reddit . weat . weat_es . weat_resampling . 
Some associated R codes: RcppExports.R . dictionary.R . ect.R . mac.R . misc.R . nas.R . query.R . rnd.R . rnsb.R . s3.R . semaxis.R . sweater-package.R . sweater.R .  Full sweater package functions and examples
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