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Researching Stereotypes towards LGBTQIA+ Community Members with Multilingual Natural Language Processing

Project description

For a safer online environment for LGBTQIA+ individuals

To address the rise of anti-queer stereotypes, it is important to look at them as a security concern rather than just a matter of social etiquette. When ignored in digital and physical spaces, these biases act as the primary drivers for radicalisation. Supported by the Marie Skłodowska-Curie Actions programme, the RAINBOW project is turning to advanced multilingual natural language processing (NLP) techniques in English, Italian, and Spanish. Specifically, it aims to develop an educational toolkit for young people aged 16 to 24 to promote inclusivity and challenge discrimination. Ultimately, it seeks to create a safer online environment for LGBTQIA+ individuals while advancing multilingual NLP technology.

Objective

The RAINBOW project addresses the pressing issue of stereotypes and biases directed at LGBTQIA+ individuals online. In an era where digital discourse shapes societal attitudes, it is imperative to address the rising tide of stereotypes targeting queer people. These stereotypes can escalate into hate speech and violence, perpetuating discrimination. RAINBOW's objective is to preemptively counteract these stereotypes, fostering a more inclusive and tolerant online environment.

While much research exists on hate speech detection, there is a significant scarcity of initiatives that focus on early intervention to prevent stereotypes from evolving into hate speech and violence. The project seeks to fill this gap by pioneering advanced Multilingual Natural Language Processing (NLP) techniques specifically tailored to recognize and counteract emerging stereotypes and biased narratives (in English, Spanish and Italian). This proactive approach, combined with collaboration across linguistics, NLP, sociology, and LGBTQIA+ studies, offers a comprehensive understanding of the issue and the development of tools to address it effectively.

Furthermore, the findings of this project will play a pivotal role in the development of an Educational Toolkit specifically designed to raise awareness about stereotypes and biases directed at LGBTQIA+ individuals. This tool will be tailored for the age group that spends the most time online (16-24 years old), ensuring that the next generation is equipped with the knowledge and understanding needed to foster inclusivity and combat stereotypes in the digital realm.

Essentially, the RAINBOW project aligns closely with the objectives of the Work Programme, aiming to establish a safer online environment for LGBTQIA+ individuals while advancing the frontiers of Multilingual NLP technology to combat online discrimination. This research endeavor bears substantial potential in shaping a digital future characterized by greater equity and inclusivity.

Fields of science (EuroSciVoc)

Keywords

Programme(s)

Topic(s)

Funding Scheme

HORIZON-TMA-MSCA-PF-EF - HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships

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Call for proposal

(opens in new window) HORIZON-MSCA-2023-PF-01

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Coordinator

UNIVERSITEIT GENT
Net EU contribution
€ 175 920,00
Address
SINT PIETERSNIEUWSTRAAT 25
9000 Gent
Belgium
Region
Vlaams Gewest Prov. Oost-Vlaanderen Arr. Gent
Activity type
Higher or Secondary Education Establishments
Links
Total cost
No data