wefe.datasets.load_weat

wefe.datasets.load_weat() → Dict[str, List[str]]

Load the word sets used in the experiments of the

_Semantics Derived Automatically From Language Corpora Contain Human-Like Biases_ work.

It includes the following word sets: - gender (male, female) - ethnicity (black, white) - pleasant, unpleasant - among others.

Returns:

word_sets_dictdict

A dictionary with the word sets.

References

[1]: Semantics derived automatically from language corpora contain human-like biases.

Caliskan, A., Bryson, J. J., & Narayanan, A. (2017).

Science, 356(6334), 183-186.