Online violence amplifies IRL discriminations, and the lack of diversity grows in a vicious circle. Understanding cyber-violence, its forms and mechanisms, can help us fight back. To process massive volumes of data, AI finally comes into play for good.

1. WHY and
HOW AI
should fight
cybersexism
with
Equilys
by
Chloé Daudier

2. Who am I?
“Chocolatine” team
me
Creative
Scientist
Celery lover
PC1
PC2
Feminist

3. What do I do?

4. Once upon a
time…

5. I met Rapunzel princess…

6. …and tried to be a valiant knightess
Write down your own
hypothesis now ;)

7. 1 - Massive Volume of Data
40,000 comments
on YouTube

8. 2 – Every video has an impact

9. 3 – It is easy to do sentiment

10. 3 – Solutions ?
• Other kinds of analysis
WordClouds
Topic Modeling

11. 3 – Solutions ?
• Focus on authors and not
comments
• Manual annotation
• Automated with global mean
and network knowledge
• Try again with GPTs and
few-shot learning for
relevant legal classification

12. 4 – Harassers hide
But Nope ! They
really don’t
hide.

13. 5 – Harassed because she is a feminist
87%
84%
32%

14. To conclude

15. Cyberbullying behaviour

16. Interesting research orientations

17. Going
further & act
The end.
https://www.equilys-ai.com