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There are many differences between men and women. To some extent, these are captured in the stereotypical images of these groups. Stereotypes about the way men and women think and behave are widely shared, suggesting a kernel of truth. However, stereotypical expectations not only reflect existing differences, but also impact the way men and women ...
N. Ellemers
openaire +5 more sources
Despite having made significant inroads into many traditionally male-dominated fields (e.g., biology, chemistry), women continue to be underrepresented in computer science and engineering.
Sapna eCheryan +2 more
doaj +2 more sources
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale [PDF]
Machine learning models that convert user-written text descriptions into images are now widely available online and used by millions of users to generate millions of images a day.
Federico Bianchi +9 more
semanticscholar +1 more source
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models [PDF]
To recognize and mitigate harms from large language models (LLMs), we need to understand the prevalence and nuances of stereotypes in LLM outputs. Toward this end, we present Marked Personas, a prompt-based method to measure stereotypes in LLMs for ...
Myra Cheng, Esin Durmus, Dan Jurafsky
semanticscholar +1 more source
Gender bias and stereotypes in Large Language Models [PDF]
Large Language Models (LLMs) have made substantial progress in the past several months, shattering state-of-the-art benchmarks in many domains. This paper investigates LLMs’ behavior with respect to gender stereotypes, a known issue for prior models.
Hadas Kotek, Rikker Dockum, David Q. Sun
semanticscholar +1 more source
Current Stereotypes Associated with Nursing and Nursing Professionals: An Integrative Review
Nursing and nursing professionals are associated with social stereotypes, which may hinder the profession’s development and future prospects as a scientific discipline.
Cristina Teresa-Morales +3 more
semanticscholar +1 more source
Significance Societal stereotypes that girls are less interested than boys in computer science and engineering are endorsed by children and adolescents in a large and socioeconomically diverse sample, across multiple racial/ethnic and gender ...
Allison Master, A. Meltzoff, S. Cheryan
semanticscholar +1 more source
Word embeddings quantify 100 years of gender and ethnic stereotypes [PDF]
Significance Word embeddings are a popular machine-learning method that represents each English word by a vector, such that the geometry between these vectors captures semantic relations between the corresponding words.
Nikhil Garg +3 more
semanticscholar +1 more source
Gender Stereotypes and Their Impact on Women’s Career Progressions from a Managerial Perspective
Gender stereotypes continue to exist and are transmitted through media, and through social, educational and recreational socialization, which promote gender prejudice and discrimination.
Naznin Tabassum, B. Nayak
semanticscholar +1 more source
A threat in the air. How stereotypes shape intellectual identity and performance.
A general theory of domain identification is used to describe achievement barriers still faced by women in advanced quantitative areas and by African Americans in school.
C. Steele
semanticscholar +1 more source

