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When exposed to human-generated data, language models are known to learn and amplify societal biases. While previous works introduced benchmarks that can be used to assess the bias in these models, they rely on assumptions that may not be…

Computation and Language · Computer Science 2025-10-16 Angana Borah , Aparna Garimella , Rada Mihalcea

In open-source software design, the inclusion of women is often highlighted simply to remind programmers that women exist. Yet, little attention is given to how greater gender diversity, specifically women's participation, could…

Software Engineering · Computer Science 2025-10-20 Sian Brooke

This study examines physics students' evaluations of identical, video-recorded lectures performed by female and male actors playing the role of professors. The results indicate that evaluations by male students show statistically…

Physics Education · Physics 2017-06-05 Amy L. Graves , Estuko Hoshino-Browne , Kristine P. H. Lui

Gaining recognition as a physics person by peers is an important contributor to undergraduate students' physics identity and their success in physics courses. Previous research has separately demonstrated that women perceive less…

Physics Education · Physics 2025-03-06 Meagan Sundstrom , N. G. Holmes

Learning theories emphasize the importance of intrinsic and extrinsic motivators in curricula, and games are a promising way to provide both while constructing the game and presenting or sharing it in public or with a community. New…

Computers and Society · Computer Science 2019-01-07 Bernadette Spieler , Wolfgang Slany

Block-based programming environments such as Scratch are an essential entry point to computer science. In order to create an effective learning environment that has the potential to address the gender imbalance in computer science, it is…

Software Engineering · Computer Science 2021-08-17 Isabella Graßl , Katharina Geldreich , Gordon Fraser

Current bias evaluations in Instruction Text-to-Speech (ITTS) often rely on univariate testing, overlooking the compositional structure of social cues. In this work, we investigate gender bias by modeling prompts as combinations of Social…

Signal Processing · Electrical Eng. & Systems 2026-03-24 Kuan-Yu Chen , Yi-Cheng Lin , Po-Chung Hsieh , Huang-Cheng Chou , Chih-Fan Hsu , Jeng-Lin Li , Hung-yi Lee , Jian-Jiun Ding

As LLMs are increasingly applied in socially impactful settings, concerns about gender bias have prompted growing efforts both to measure and mitigate such bias. These efforts often rely on evaluation tasks that differ from natural language…

Computation and Language · Computer Science 2025-09-11 Bufan Gao , Elisa Kreiss

Biases against women in the workplace have been documented in various studies. There is also a growing body of literature on biases within academia. But particularly in STEM, due to the heavily male-dominated field, studies suggest that if…

Digital Libraries · Computer Science 2023-06-21 Joana Fonseca

The gender gap is a significant concern facing the software industry as the development becomes more geographically distributed. Widely shared reports indicate that gender differences may be specific to each region. However, how complete…

Computers and Society · Computer Science 2021-09-17 Gede Artha Azriadi Prana , Denae Ford , Ayushi Rastogi , David Lo , Rahul Purandare , Nachiappan Nagappan

Quality estimation (QE)-the automatic assessment of translation quality-has recently become crucial across several stages of the translation pipeline, from data curation to training and decoding. While QE metrics have been optimized to…

Computation and Language · Computer Science 2025-06-04 Emmanouil Zaranis , Giuseppe Attanasio , Sweta Agrawal , André F. T. Martins

This review article provides an overview of research on the topic of gender equity in educational physics labs. As many institutions and instructors seek to evolve or transform physics lab learning, it is important that changes are made…

Physics Education · Physics 2024-03-05 Danny Doucette , Chandralekha Singh

This article combines humanistic "data critique" with informed inspection of big data analysis. It measures gender bias when gender prediction software tools (Gender API, Namsor, and Genderize.io) are used in historical big data research.…

Computers and Society · Computer Science 2022-11-21 Thomas J. Misa

Targeted evaluations have found that machine translation systems often output incorrect gender, even when the gender is clear from context. Furthermore, these incorrectly gendered translations have the potential to reflect or amplify social…

Computation and Language · Computer Science 2021-04-19 Prafulla Kumar Choubey , Anna Currey , Prashant Mathur , Georgiana Dinu

It is essential to discuss the role, difficulties, and opportunities concerning people of different gender in the field of software engineering research, education, and industry. Although some literature reviews address software engineering…

Software Engineering · Computer Science 2022-11-18 Hironori Washizaki

The purpose of the paper is to examine the perceptions of entrepreneurship of graduate students enrolled in a digital-oriented entrepreneurship course, focusing on the challenges and opportunities related to starting a business. In today's…

Computers and Society · Computer Science 2024-07-16 Manuela Andreea Petrescu , Dan Mircea Suciu

While ChatGPT may help students to learn to program, it can be misused to do plagiarism, a breach of academic integrity. Students can ask ChatGPT to complete a programming task, generating a solution from other people's work without proper…

Artificial Intelligence · Computer Science 2023-10-02 Hapnes Toba , Oscar Karnalim , Meliana Christianti Johan , Terutoshi Tada , Yenni Merlin Djajalaksana , Tristan Vivaldy

With an increase of PhD students working in industry, there is a need to understand what factors are influencing supervision for industrial students. This paper aims at exploring the challenges and good approaches to supervision of…

Computers and Society · Computer Science 2019-03-29 Eduard Paul Enoiu

This study explores the influence of an interdisciplinary intervention on creative problem-solving skills. Literature deems such skills as vital for software engineering (SE) students in higher education. 39 SE students and graphic design…

Software Engineering · Computer Science 2023-07-04 Arne Duyver , Wouter Groeneveld , Kris Aerts

Universities have been expanding undergraduate data science programs. Involving graduate students in these new opportunities can foster their growth as data science educators. We describe two programs that employ a near-peer mentoring…

Other Statistics · Statistics 2025-08-28 Chiara Sabatti , Qian Zhao
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