@inproceedings{abercrombie-etal-2023-resources,
title = "Resources for Automated Identification of Online Gender-Based Violence: A Systematic Review",
author = "Abercrombie, Gavin and
Jiang, Aiqi and
Gerrard-abbott, Poppy and
Konstas, Ioannis and
Rieser, Verena",
editor = {Chung, Yi-ling and
R{{\textbackslash}"ottger}, Paul and
Nozza, Debora and
Talat, Zeerak and
Mostafazadeh Davani, Aida},
booktitle = "The 7th Workshop on Online Abuse and Harms (WOAH)",
month = jul,
year = "2023",
address = "Toronto, Canada",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.woah-1.17",
doi = "10.18653/v1/2023.woah-1.17",
pages = "170--186",
abstract = "Online Gender-Based Violence (GBV), such as misogynistic abuse is an increasingly prevalent problem that technological approaches have struggled to address. Through the lens of the GBV framework, which is rooted in social science and policy, we systematically review 63 available resources for automated identification of such language. We find the datasets are limited in a number of important ways, such as their lack of theoretical grounding and stakeholder input, static nature, and focus on certain media platforms. Based on this review, we recommend development of future resources rooted in sociological expertise andcentering stakeholder voices, namely GBV experts and people with lived experience of GBV.",
}
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<abstract>Online Gender-Based Violence (GBV), such as misogynistic abuse is an increasingly prevalent problem that technological approaches have struggled to address. Through the lens of the GBV framework, which is rooted in social science and policy, we systematically review 63 available resources for automated identification of such language. We find the datasets are limited in a number of important ways, such as their lack of theoretical grounding and stakeholder input, static nature, and focus on certain media platforms. Based on this review, we recommend development of future resources rooted in sociological expertise andcentering stakeholder voices, namely GBV experts and people with lived experience of GBV.</abstract>
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%0 Conference Proceedings
%T Resources for Automated Identification of Online Gender-Based Violence: A Systematic Review
%A Abercrombie, Gavin
%A Jiang, Aiqi
%A Gerrard-abbott, Poppy
%A Konstas, Ioannis
%A Rieser, Verena
%Y Chung, Yi-ling
%Y R\textbackslash”ottger, Paul
%Y Nozza, Debora
%Y Talat, Zeerak
%Y Mostafazadeh Davani, Aida
%S The 7th Workshop on Online Abuse and Harms (WOAH)
%D 2023
%8 July
%I Association for Computational Linguistics
%C Toronto, Canada
%F abercrombie-etal-2023-resources
%X Online Gender-Based Violence (GBV), such as misogynistic abuse is an increasingly prevalent problem that technological approaches have struggled to address. Through the lens of the GBV framework, which is rooted in social science and policy, we systematically review 63 available resources for automated identification of such language. We find the datasets are limited in a number of important ways, such as their lack of theoretical grounding and stakeholder input, static nature, and focus on certain media platforms. Based on this review, we recommend development of future resources rooted in sociological expertise andcentering stakeholder voices, namely GBV experts and people with lived experience of GBV.
%R 10.18653/v1/2023.woah-1.17
%U https://aclanthology.org/2023.woah-1.17
%U https://doi.org/10.18653/v1/2023.woah-1.17
%P 170-186
Markdown (Informal)
[Resources for Automated Identification of Online Gender-Based Violence: A Systematic Review](https://aclanthology.org/2023.woah-1.17) (Abercrombie et al., WOAH 2023)
ACL