Name-based demographic inference and the unequal distribution of misrecognition

JW Lockhart, MM King, C Munsch - Nature Human Behaviour, 2023 - nature.com
Academics and companies increasingly draw on large datasets to understand the social
world, and name-based demographic ascription tools are widespread for imputing …

A critical analysis of plant science literature reveals ongoing inequities

RA Marks, EJ Amézquita, S Percival… - Proceedings of the …, 2023 - pnas.org
The field of plant science has grown dramatically in the past two decades, but global
disparities and systemic inequalities persist. Here, we analyzed~ 300,000 papers published …

The effect of the COVID-19 pandemic on the gender gap in research productivity within academia

KGL Lee, A Mennerat, D Lukas, HL Dugdale, A Culina - Elife, 2023 - elifesciences.org
Using measures of research productivity to assess academic performance puts women at a
disadvantage because gender roles and unconscious biases, operating both at home and in …

100 Years of Social Forces as seen through Bibliometric Publication Patterns

J Moody, A Edelmann, R Light - Social Forces, 2022 - academic.oup.com
The 100th anniversary of Social Forces provides a rich opportunity to reflect on the history of
the journal and changes to sociology as a whole. Using a series of formal text-analytic …

Stop! in the name of flaws: Disentangling personal names and sociodemographic attributes in NLP

V Gautam, A Subramonian, A Lauscher… - arxiv preprint arxiv …, 2024 - arxiv.org
Personal names simultaneously differentiate individuals and categorize them in ways that
are important in a given society. While the natural language processing community has thus …

Diversifying the professoriate

B Hofstra, DA McFarland, S Smith, D Jurgens - Socius, 2022 - journals.sagepub.com
The primary means of social and intellectual reproduction in the professoriate is through
mentoring doctoral students who become faculty mentors and publish research. However …

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 …

Inferring gender from first names: Comparing the accuracy of Genderize, Gender API, and the gender R package on authors of diverse nationality

AD VanHelene, I Khatri, CB Hilton, S Mishra… - PLOS Digital …, 2024 - journals.plos.org
Meta-researchers commonly leverage tools that infer gender from first names, especially
when studying gender disparities. However, tools vary in their accuracy, ease of use, and …

S2and: A benchmark and evaluation system for author name disambiguation

S Subramanian, D King, D Downey… - 2021 ACM/IEEE Joint …, 2021 - ieeexplore.ieee.org
Author Name Disambiguation (AND) is the task of resolving which author mentions in a
bibliographic database refer to the same real-world person, and is a critical ingredient of …

On the lack of women researchers in the Middle East and North Africa

J El-Ouahi, V Larivière - Scientometrics, 2023 - Springer
Recent gender policies in the Middle East and North Africa (MENA) region have improved
legal equality for women with noticeable effects in some countries. The implications of these …