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Related papers: Grammatical Gender, Neo-Whorfianism, and Word Embe…

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How much meaning influences gender assignment across languages is an active area of research in linguistics and cognitive science. We can view current approaches as aiming to determine where gender assignment falls on a spectrum, from being…

Computation and Language · Computer Science 2024-10-24 Karolina Stańczak , Kevin Du , Adina Williams , Isabelle Augenstein , Ryan Cotterell

Studying the ways in which language is gendered has long been an area of interest in sociolinguistics. Studies have explored, for example, the speech of male and female characters in film and the language used to describe male and female…

Computation and Language · Computer Science 2019-06-13 Alexander Hoyle , Wolf-Sonkin , Hanna Wallach , Isabelle Augenstein , Ryan Cotterell

Many of the world's languages employ grammatical gender on the lexeme. For example, in Spanish, the word for 'house' (casa) is feminine, whereas the word for 'paper' (papel) is masculine. To a speaker of a genderless language, this…

Computation and Language · Computer Science 2019-10-31 Adina Williams , Ryan Cotterell , Lawrence Wolf-Sonkin , Damián Blasi , Hanna Wallach

Gender stereotypes are manifest in most of the world's languages and are consequently propagated or amplified by NLP systems. Although research has focused on mitigating gender stereotypes in English, the approaches that are commonly…

Computation and Language · Computer Science 2020-05-28 Ran Zmigrod , Sabrina J. Mielke , Hanna Wallach , Ryan Cotterell

Third-person singular pronouns have long been used to study stereotypical biases in language models and to test their abilities to reason about reference. More recently, the interplay between reasoning and bias has been investigated with…

Computation and Language · Computer Science 2026-05-29 Fabian Mewes , Anne Lauscher , Vagrant Gautam

An emotional version of Sapir-Whorf hypothesis suggests that differences in language emotionalities influence differences among cultures no less than conceptual differences. Conceptual contents of languages and cultures to significant…

Artificial Intelligence · Computer Science 2011-03-15 Leonid Perlovsky

This paper investigates biases of Large Language Models (LLMs) through the lens of grammatical gender. Drawing inspiration from seminal works in psycholinguistics, particularly the study of gender's influence on language perception, we…

Computation and Language · Computer Science 2024-07-16 Viktor Mihaylov , Aleksandar Shtedritski

Many natural languages assign grammatical gender also to inanimate nouns in the language. In such languages, words that relate to the gender-marked nouns are inflected to agree with the noun's gender. We show that this affects the word…

Computation and Language · Computer Science 2019-11-01 Hila Gonen , Yova Kementchedjhieva , Yoav Goldberg

Gender-neutral pronouns have recently been introduced in many languages to a) include non-binary people and b) as a generic singular. Recent results from psycholinguistics suggest that gender-neutral pronouns (in Swedish) are not associated…

Computation and Language · Computer Science 2022-05-04 Stephanie Brandl , Ruixiang Cui , Anders Søgaard

Gender-inclusive language is often used with the aim of ensuring that all individuals, regardless of gender, can be associated with certain concepts. While psycholinguistic studies have examined its effects in relation to human cognition,…

Computation and Language · Computer Science 2025-02-19 Marion Bartl , Thomas Brendan Murphy , Susan Leavy

We use large-scale corpora in six different gendered languages, along with tools from NLP and information theory, to test whether there is a relationship between the grammatical genders of inanimate nouns and the adjectives used to describe…

Computation and Language · Computer Science 2020-05-05 Adina Williams , Ryan Cotterell , Lawrence Wolf-Sonkin , Damián Blasi , Hanna Wallach

A large body of research on gender-linked language has established foundations regarding cross-gender differences in lexical, emotional, and topical preferences, along with their sociological underpinnings. We compile a novel, large and…

Computation and Language · Computer Science 2020-11-03 Ella Rabinovich , Hila Gonen , Suzanne Stevenson

Research on gender and language is tightly knitted to social debates on gender equality and non-discriminatory language use. Psycholinguistic scholars have made significant contributions in this field. However, corpus-based studies that…

Computation and Language · Computer Science 2024-02-07 Carolin Müller-Spitzer , Samira Ochs , Alexander Koplenig , Jan-Oliver Rüdiger , Sascha Wolfer

It has been proposed that the order in which words are prepared for production depends on the speaker's language. When producing the translation equivalent of the small cat, speakers of German or Dutch select the gender-marked determiner at…

Computation and Language · Computer Science 2023-04-27 Audrey Bürki , Emiel van den Hoven , Niels O. Schiller , Nikolay DImitrov

Gender-fair language, an evolving German linguistic variation, fosters inclusion by addressing all genders or using neutral forms. Nevertheless, there is a significant lack of resources to assess the impact of this linguistic shift on…

Computation and Language · Computer Science 2024-09-27 Andreas Waldis , Joel Birrer , Anne Lauscher , Iryna Gurevych

Research on bias in Text-to-Image (T2I) models has primarily focused on demographic representation and stereotypical attributes, overlooking a fundamental question: how does grammatical gender influence visual representation across…

Computation and Language · Computer Science 2026-02-03 Muhammed Saeed , Shaina Raza , Ashmal Vayani , Muhammad Abdul-Mageed , Ali Emami , Shady Shehata

Recent studies have shown that word embeddings exhibit gender bias inherited from the training corpora. However, most studies to date have focused on quantifying and mitigating such bias only in English. These analyses cannot be directly…

Computation and Language · Computer Science 2019-09-11 Pei Zhou , Weijia Shi , Jieyu Zhao , Kuan-Hao Huang , Muhao Chen , Ryan Cotterell , Kai-Wei Chang

In recent years, various methods have been proposed to evaluate gender bias in large language models (LLMs). A key challenge lies in the transferability of bias measurement methods initially developed for the English language when applied…

Computation and Language · Computer Science 2025-07-23 Kristin Gnadt , David Thulke , Simone Kopeinik , Ralf Schlüter

The vector representation of words, known as word embeddings, has opened a new research approach in linguistic studies. These representations can capture different types of information about words. The grammatical gender of nouns is a…

Computation and Language · Computer Science 2020-11-04 Hartger Veeman , Ali Basirat

This study investigates the diverse characteristics of nouns, focusing on both semantic (e.g., countable/uncountable) and morphosyntactic (e.g., masculine/feminine) distinctions. We explore inter-word variations for gender markers in noun…

Computation and Language · Computer Science 2026-03-06 Mohamed El Idrissi
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