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 …
biases and has been analysed as such in numerous research. In this paper, we present a …
A survey of race, racism, and anti-racism in NLP
Despite inextricable ties between race and language, little work has considered race in NLP
research and development. In this work, we survey 79 papers from the ACL anthology that …
research and development. In this work, we survey 79 papers from the ACL anthology that …
Computational media intelligence: Human-centered machine analysis of media
Media is created by humans for humans to tell stories. There exists a natural and imminent
need for creating human-centered media analytics to illuminate the stories being told and to …
need for creating human-centered media analytics to illuminate the stories being told and to …
New feminist studies in audiovisual industries| gender representation in subscription video-on-demand Spanish TV series
MM Ramos, B Gonzalez-De-Garay - International Journal of Communication, 2021 - ijoc.org
In recent years, the increasing popularity of video-on-demand (VOD) platforms has changed
Spanish audiovisual consumption. The main objectives of this article are to analyze the …
Spanish audiovisual consumption. The main objectives of this article are to analyze the …
Detecting gender stereotypes: Lexicon vs. supervised learning methods
Biases in language influence how we interact with each other and society at large.
Language affirming gender stereotypes is often observed in various contexts today, from …
Language affirming gender stereotypes is often observed in various contexts today, from …
PowerTransformer: Unsupervised controllable revision for biased language correction
Unconscious biases continue to be prevalent in modern text and media, calling for
algorithms that can assist writers with bias correction. For example, a female character in a …
algorithms that can assist writers with bias correction. For example, a female character in a …
Gender representation in Spanish prime-time TV series
B González-de-Garay, M Marcos-Ramos… - Feminist Media …, 2020 - Taylor & Francis
The present research analyzes the current state of the representation of gender in prime-
time Spanish television series broadcast on the main generalist channels. For this purpose …
time Spanish television series broadcast on the main generalist channels. For this purpose …
Half a century of stereotyping associations between gender and intellectual ability in films
RH Gálvez, V Tiffenberg, E Altszyler - Sex Roles, 2019 - Springer
A particularly longstanding, prevalent, and well-documented stereotype is the belief that
men possess higher-level cognitive abilities than women do. This brilliance= male …
men possess higher-level cognitive abilities than women do. This brilliance= male …
Using data science to understand the film industry's gender gap
Data science can offer answers to a wide range of social science questions. Here we turn
attention to the portrayal of women in movies, an industry that has a significant influence on …
attention to the portrayal of women in movies, an industry that has a significant influence on …
Violence rating prediction from movie scripts
Violent content in movies can influence viewers' perception of the society. For example,
frequent depictions of certain demographics as perpetrators or victims of abuse can shape …
frequent depictions of certain demographics as perpetrators or victims of abuse can shape …