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Found 2 papers, 1 papers with code
Goal-Oriented Design for Ethical Machine Learning and NLP
The argument made in this paper is that to act ethically in machine learning and NLP requires focusing on goals.
Gender identity and lexical variation in social media
Examining individuals whose language does not match the classifier's model for their gender, we find that they have social networks that include significantly fewer same-gender social connections and that, in general, social network homophily is correlated with the use of same-gender language markers.
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