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There exist both scalable tasks, like reading comprehension and fact-checking, where model performance improves with model size, and unscalable tasks, like arithmetic reasoning and symbolic reasoning, where model performance does not…

Computation and Language · Computer Science 2024-01-30 Masahiro Kaneko , Danushka Bollegala , Naoaki Okazaki , Timothy Baldwin

We provide the first nationally representative estimates of sexual minority representation in STEM fields by studying 142,641 men and women in same-sex couples from the 2009-2018 American Community Surveys. These data indicate that men in…

General Economics · Economics 2021-01-27 Dario Sansone , Christopher S. Carpenter

The observed performance difference between women and men on assessments in physics---the "gender gap"---is a significant and persistent inequity which has broad implications for the participation of women in physics. Research also shows…

Physics Education · Physics 2022-04-27 Jared B. Stang , Emily Altiere , Joss Ives , Patrick J. Dubois

Men and women systematically differ in their beliefs about their performance relative to others; in particular, men tend to be more overconfident. This paper provides support for one explanation for gender differences in overconfidence,…

General Economics · Economics 2021-07-27 Michael Thaler

The substantial gender gap in the science, technology, engineering, and mathematics (STEM) workforce can be traced back to the underrepresentation of women at various milestones in the career pathway. Calculus is a necessary step in this…

History and Overview · Mathematics 2016-09-28 Jessica Ellis , Bailey Fosdick , Chris Rasmussen

The mission statement(s) (MS) is one of the most-used tools for planning and management. Universities worldwide have implemented MS in their knowledge planning and management processes since the 1980s. Research studies have extensively…

General Economics · Economics 2022-01-06 Julian D. Cortes , Liliana Rivera , Katerina Bohle Carbonell

The persistent underrepresentation of women and other gender minorities in physical science fields has been an ongoing concern. This study investigates gender dynamics in introductory physics laboratory courses, focusing on whether students…

Physics Education · Physics 2025-06-10 Bilas Paul , Shantanu Chakraborty , Ganga Sharma

The gender gap in computer science (CS) research is a well-studied problem, with an estimated ratio of 15%--30% women researchers. However, far less is known about gender representation in specific fields within CS. Here, we investigate the…

Digital Libraries · Computer Science 2022-04-08 Eitan Frachtenberg , Rhody D. Kaner

Scientific collaborations shape ideas as well as innovations and are both the substrate for, and the outcome of, academic careers. Recent studies show that gender inequality is still present in many scientific practices ranging from hiring…

Physics and Society · Physics 2017-11-16 Mohsen Jadidi , Fariba Karimi , Haiko Lietz , Claudia Wagner

Sexual harassment in academia is often a hidden problem because victims are usually reluctant to report their experiences. Recently, a web survey was developed to provide an opportunity to share thousands of sexual harassment experiences in…

Physics and Society · Physics 2020-02-03 Amir Karami , Cynthia Nicole White , Kayla Ford , Suzanne Swan , Melek Yildiz Spinel

This paper examines the historical dimension of gender bias in the US computing workforce. It offers new quantitative data on the computing workforce prior to the availability of US Census data in the 1970s. Computer user groups (including…

Computers and Society · Computer Science 2022-11-01 Thomas J. Misa

The force concept inventory (FCI) is one of the research-based assessments (RBAs) established by the physics education research (PER) community to measure students' understanding of Newtonian mechanics. Former works have often recorded the…

We followed scientists who started publishing in 2000 and who continued publishing until 2020-2023 (N = 41,424). These survivors in science authored 2 million articles (N = 2,089,097) with more than 70 million cited references (N =…

Digital Libraries · Computer Science 2025-12-30 Marek Kwiek , Lukasz Szymula

Addressing gender bias and maintaining logical coherence in machine translation remains challenging, particularly when translating between natural gender languages, like English, and genderless languages, such as Persian, Indonesian, and…

Computation and Language · Computer Science 2025-06-03 Pardis Sadat Zahraei , Ali Emami

Module Analysis for Multiple-Choice Responses (MAMCR) was applied to a large sample of Force Concept Inventory (FCI) pretest and post-test responses ($N_{pre}=4509$ and $N_{post}=4716$) to replicate the results of the original MAMCR study…

Physics Education · Physics 2019-09-11 James Wells , Rachel Henderson , John Stewart , Gay Stewart , Jie Yang , Adrienne Traxler

We investigated gender bias in letters of recommendation as a possible cause of the under-representation of women in Experimental Particle Physics (EPP), where about 15% of faculty are female -- well below the 60% level in psychology and…

Physics and Society · Physics 2022-02-18 R. H. Bernstein , M. W. Macy , C. J. Cameron , S. Williams-Ceci , W. M. Williams , S. J. Ceci

We extracted gender-specific actions from text corpora and Twitter, and compared them to stereotypical expectations of people. We used Open Mind Common Sense (OMCS), a commonsense knowledge repository, to focus on actions that are pertinent…

Computation and Language · Computer Science 2025-06-04 Amaç Herdağdelen , Marco Baroni

Recently it has been shown that without any access to the contextual passage, multiple choice reading comprehension (MCRC) systems are able to answer questions significantly better than random on average. These systems use their accumulated…

Computation and Language · Computer Science 2023-05-31 Adian Liusie , Vatsal Raina , Mark Gales

By analyzing a unique dataset of more than 270,000 scientists, we discovered substantial gender differences in scientific collaborations. While men are more likely to collaborate with other men, women are more egalitarian. This is…

Digital Libraries · Computer Science 2017-07-05 Eduardo B. Araujo , Nuno A. M. Araujo , Andre A. Moreira , Hans J. Herrmann , J. S. Andrade

High-stakes exams play a large role in determining an introductory physics student's final grade. These exams have been shown to be inequitable, often to the detriment of students identifying with groups historically marginalized in…

Physics Education · Physics 2025-08-14 Nicholas T. Young , Mark Mills , Rebecca L. Matz , Eric F. Bell , Caitlin Hayward