plot_bias

plot.sweater

For <code>ect</code>, this function calls <code>plot_ect()</code>. For other tests (except <code>weat</code>), this function plots the bias of words in <code>S</code> as a Cleveland Dot Plot. Plotting the result of <code>weat</code> is not supported.

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) <arXiv:1904.04047>, SemAxis (An et al., 2018) <arXiv:1806.05521>, Relative Negative Sentiment Bias (Sweeney & Najafian, 2019) <doi:10.18653/v1/P19-1162>, and Embedding Coherence Test (Dev & Phillips, 2019) <arXiv:1901.07656>.

Chung-hong Chan

sweater

Speedy Word Embedding Association Test and Extras Using R

plot_bias function

<dl><dt>x</dt>
<dd>an S3 object returned from mac, rnd, semaxis, nas or rnsb</dd>
<dt>...</dt>
<dd>other parameters</dd></dl>

Arguments

Visualize the bias of words in S — plot_bias

<dl>

<dt>x</dt>
<dd>an S3 object returned from mac, rnd, semaxis, nas or rnsb</dd>


<dt>...</dt>
<dd>other parameters</dd>

</dl>

plot_bias: Visualize the bias of words in S

Description

Usage

Value

Arguments