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Name-based demographic inference and the unequal distribution of misrecognition
Academics and companies increasingly draw on large datasets to understand the social
world, and name-based demographic ascription tools are widespread for imputing …
world, and name-based demographic ascription tools are widespread for imputing …
A critical analysis of plant science literature reveals ongoing inequities
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 …
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
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 …
disadvantage because gender roles and unconscious biases, operating both at home and in …
100 Years of Social Forces as seen through Bibliometric Publication Patterns
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 …
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
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 …
are important in a given society. While the natural language processing community has thus …
Diversifying the professoriate
The primary means of social and intellectual reproduction in the professoriate is through
mentoring doctoral students who become faculty mentors and publish research. However …
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 …
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
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 …
when studying gender disparities. However, tools vary in their accuracy, ease of use, and …
S2and: A benchmark and evaluation system for author name disambiguation
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 …
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
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 …
legal equality for women with noticeable effects in some countries. The implications of these …