ect_es

This functions calculates the Spearman Coefficient of an Embedding Coherence Test. The value ranges from -1 to +1 and a larger value indicates less bias. If possible, please use <code>calculate_es()</code> instead.

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

ect_es function

<dl><dt>x</dt>
<dd>an ect object from the <code>ect()</code> function.</dd></dl>

Arguments

Calculate the Spearman Coefficient of an ECT result — ect_es

<dl>

<dt>x</dt>
<dd>an ect object from the <code>ect()</code> function.</dd>

</dl>

ect_es: Calculate the Spearman Coefficient of an ECT result

Description

Usage

Value

Arguments

References