Gender bias in artificial intelligence: The need for diversity and gender theory in machine learning

S Leavy - Proceedings of the 1st international workshop on …, 2018 - dl.acm.org
Artificial intelligence is increasingly influencing the opinions and behavior of people in
everyday life. However, the over-representation of men in the design of these technologies …

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 …

[图书][B] Register, genre, and style

D Biber, S Conrad - 2019 - books.google.com
" This book describes the most important kinds of texts in English and introduces the
methodological techniques used to analyze them. Three analytical approaches are …

[图书][B] Critical genre analysis: Investigating interdiscursive performance in professional practice

VK Bhatia - 2016 - taylorfrancis.com
Genre theory has focused primarily on the analysis of generic constructs, with increasing
attention to and emphasis on the contexts in which such genres are produced, interpreted …

Using corpora to analyze gender

P Baker - Using Corpora to Analyze Gender, 2014 - torrossa.com
In 2012, four days before Valentine's Day, I was contacted by a journalist who worked for an
international newspaper. He was writing an article 'on linguistic differences between men …

Toward gender-inclusive coreference resolution

YT Cao, H Daumé III - arXiv preprint arXiv:1910.13913, 2019 - arxiv.org
Correctly resolving textual mentions of people fundamentally entails making inferences
about those people. Such inferences raise the risk of systemic biases in coreference …

Linguistic variation in research articles

B Gray - 2015 - torrossa.com
Linguistic Variation in Research Articles Page 1 Studies in C orpus Linguistics Linguistic
Variation in Research Articles When discipline tells only part of the story JOHN BENJAMINS …

Toward gender-inclusive coreference resolution: An analysis of gender and bias throughout the machine learning lifecycle

YT Cao, H Daumé III - Computational Linguistics, 2021 - aclanthology.org
Correctly resolving textual mentions of people fundamentally entails making inferences
about those people. Such inferences raise the risk of systematic biases in coreference …

Mitigating gender bias in machine translation with target gender annotations

A Stafanovičs, T Bergmanis… - Proceedings of the Fifth …, 2020 - aclanthology.org
When translating “The secretary asked for details.” to a language with grammatical gender, it
might be necessary to determine the gender of the subject “secretary”. If the sentence does …

Linguistic perspectives on register

L Goulart, B Gray, S Staples, A Black… - Annual Review of …, 2020 - annualreviews.org
Language users change their written and spoken language according to the situational
characteristics and communicative purpose of production—that is, according to the register …