Brian Larson

Gender as a Variable in Natural-Language Processing: Ethical Considerations

Researchers and practitioners in natural-language processing (NLP) and related fields should attend to ethical principles in study design, ascription of categories/variables to study participants, and reporting of findings or results. This paper discusses theoretical and ethical frameworks for using gender as a variable in NLP studies and proposes four guidelines for researchers and practitioners. The principles outlined here should guide practitioners, researchers, and peer reviewers, and they may be applicable to other social categories, such as race, applied to human beings connected to NLP research.

Gender/Genre The Lack of Gendered Register in Texts Requiring Genre Knowledge

Some studies have found characteristics of written texts that vary with author gender, echoing popular beliefs about essential gender differences that are reinforced in popular works of some scholarly authors. This article reports a study examining texts (N = 193) written in the same genre—a legal memorandum—by women and men with similar training in production of this type of discourse—the first year of U.S. law school—and finds no difference between them on the involved–informational dimension of linguistic register developed by Biber. These findings provide quantitative data opposing essentialist narratives of gender difference in communication. This essay considers relevance theory as a framework for understanding the interaction, exhibited in this and previous studies, of genre knowledge and gendered communicative performances.