As language technologies have become more sophisticated and prevalent, there have been increasing concerns about bias in natural language processing (NLP). Such work often focuses on the effects of bias instead of sources. In contrast, this paper discusses how normative language assumptions and ideologies influence a range of automated language…

The manner in which gender is portrayed in materials used to teach children conveys messages about people's roles in society. In this paper, we measure the gendered depiction of central domains of social life in 100 years of highly influential children's books. We make two main contributions: (1) we find that the portrayal of gender in these books…

For centuries, language has been used by the dominant culture both as a means of constructing power and as a way of maintaining it. Race, language, gender, and sexuality can all contribute to reinforcing one's identity as an "other." In doing so the dominant culture can create and reinforce blame and the perpetuation of minority groups…

In this 2022 Organization of Educational Historians Presidential Address, Platt states that in the face of a world fettered by anti-intellectualism, racism, sexism, homophobia, and class disparity; as well as harmful state legislation that hampers academic freedom, heightens political disunion, and frustrates social justice; it is essential that…

Images in children's books convey messages about society and the roles that people play in it. Understanding these messages requires systematic measurement of who is represented. Computer vision face detection tools can provide such measurements; however, state-of-the-art face detection models were trained with photographs, and 80\% of images in…

We share our theorizing about a common statement regarding a math person that is often perceived as innocuous in society. More specifically, we are referring to people's responses when an individual shares that they are studying mathematics, such as "I have always hated math" and "Oh, you must be so smart." We draw on the…

The cisheteropatriarchal climate of STEM education shapes oppressive experiences for queer and trans* (QT) students majoring in the sciences. Intersectionality of STEM experiences for QT students of color is missing in the literature. Thus, it has been unexplored how undergraduate STEM as a racialized space shapes variation in experiences among QT…

Bystander intervention has been identified as an effective strategy to resolve bullying incidents. Research suggests that student willingness to intervene (WTI) is a robust predictor of bystander intervention. Toxic masculinity is "the constellation of socially regressive male traits that serve to foster domination, the devaluation of women,…

We identify storylines about youth from minoritized cultures and/or languages in Norwegian news media to identify positionings made available to migrated and Indigenous mathematics students in this public discourse. Our search from 2003-2020 in a Norwegian media database including newspapers, journals, tabloids, etc., identified 1896 articles,…

Word vectors are widely used as input features in natural language processing (NLP) tasks. Researchers have found that word vectors often encode the biases of society, and steps have been taken towards debiasing the vectors themselves. However, little has been said about the fairness of the methods used to evaluate the quality of vectors.…

While much research has examined the role of individual and systemic racial bias in driving racial discipline disparities, less work has considered the significance of curricular environments in school discipline patterns. In this paper, I report on an ethnographic study of three kindergarten classrooms. Adopting a critical sociocultural…

This article presents an analysis of environmental science curriculum materials to interrogate and reveal settler moves to innocence (Tuck & Yang, 2012) by analyzing the language used to describe concepts and events that invisiblize Indigenous knowledge and hide settler colonial logics. Using Decolonization is not a metaphor (Tuck & Yang,…

Before 2019, neither SARS-CoV-2 nor its genetic sequences had ever been identified. Retrospective investigations identified human cases with onset of symptoms in December 2019. While some of the earliest known cases had a link to a wholesale food market in Wuhan, China, some did not. But eventually, it spread to all nations of the world, and…

I analyze interview data collected from 16 students who were involved in a student-led group for low-income, first-generation, and/or working-class (LIFGWC) students at an elite liberal arts college. I find that students' assumed class identities on campus are tied to their racial identities. Specifically, students of color are overwhelmingly…

This paper reports on a qualitative narrative study that captures the experiences of LGBT [Lesbian, Gay, Bisexual, and Transgender] school leaders along the U.S.-Mexican border in relation towards their journey in becoming a school leader and their occurrences within their practice. I analyze this issue through a queer theory framework and through…