Gender gap in natural language processing research: Disparities in authorship and citations

SM Mohammad - arXiv preprint arXiv:2005.00962, 2020 - arxiv.org
Disparities in authorship and citations across gender can have substantial adverse
consequences not just on the disadvantaged genders, but also on the field of study as a …

Gender bias and under-representation in natural language processing across human languages

Y Chen, C Mahoney, I Grasso, E Wali… - Proceedings of the …, 2021 - dl.acm.org
Natural Language Processing (NLP) systems are at the heart of many critical automated
decision-making systems making crucial recommendations about our future world. However …

A survey on gender bias in natural language processing

K Stanczak, I Augenstein - arXiv preprint arXiv:2112.14168, 2021 - arxiv.org
Language can be used as a means of reproducing and enforcing harmful stereotypes and
biases and has been analysed as such in numerous research. In this paper, we present a …

[HTML][HTML] Reflections on gender analyses of bibliographic corpora

H Mihaljević, M Tullney, L Santamaría… - Frontiers in Big …, 2019 - frontiersin.org
The interplay between an academic's gender and their scholarly output is a riveting topic at
the intersection of scientometrics, data science, gender studies, and sociology. Its effects can …

Gender diversity in AI research

K Stathoulopoulos… - Available at SSRN …, 2019 - papers.ssrn.com
Lack of gender diversity in the Artificial Intelligence (AI) workforce is raising growing
concerns, but the evidence base about this problem has until now been based on statistics …

[HTML][HTML] The gender gap tracker: Using natural language processing to measure gender bias in media

FT Asr, M Mazraeh, A Lopes, V Gautam, J Gonzales… - PloS one, 2021 - journals.plos.org
We examine gender bias in media by tallying the number of men and women quoted in
news text, using the Gender Gap Tracker, a software system we developed specifically for …

A gender equality paradox in academic publishing: Countries with a higher proportion of female first-authored journal articles have larger first-author gender …

M Thelwall, A Mas-Bleda - Quantitative Science Studies, 2020 - direct.mit.edu
Current attempts to address the shortfall of female researchers in science, technology,
engineering, and mathematics (STEM) have not yet succeeded, despite other academic …

[HTML][HTML] The role of gender in scholarly authorship

JD West, J Jacquet, MM King, SJ Correll… - PloS one, 2013 - journals.plos.org
Gender disparities appear to be decreasing in academia according to a number of metrics,
such as grant funding, hiring, acceptance at scholarly journals, and productivity, and it might …

Gender (im) balance in citation practices in cognitive neuroscience

JM Fulvio, I Akinnola, BR Postle - Journal of Cognitive Neuroscience, 2021 - direct.mit.edu
In the field of neuroscience, despite the fact that the proportion of peer-reviewed publications
authored by women has increased in recent decades, the proportion of citations of women …

[HTML][HTML] The gender gap in science: How long until women are equally represented?

L Holman, D Stuart-Fox, CE Hauser - PLoS biology, 2018 - journals.plos.org
Women comprise a minority of the Science, Technology, Engineering, Mathematics, and
Medicine (STEMM) workforce. Quantifying the gender gap may identify fields that will not …