Fighting Online Harassment with State-of-the-art AI by Raúl Arrabales & Jorge Muñoz
Channel: Big Things Conference
Date: 2020-01-13

In this work Raúl and Jorge present an Artificial Intelligence system based on Deep Learning approaches which makes use of recurrent networks and Google Research’s recently proposed BERT (Bidirectional Encoder Representations from Transformers) attention mechanism in order to develop a neural model able to read between the lines and perceive, as a human would do, the presence of the following semantic content:

– Macho Language (male chauvinism, machismo, gender-based violence).
– Bully Language (threats, insults, violence, hostility and bullying).
– Obscene Language (sexually degrading, nastiness, obscenity).
– Hate Language (hatred, extremism, identity hate).
– Sour Language (resentment, antipathy and sourness).

#BIGTH19 #AI #DeepLearning

Session presented at Big Things Conference 2019 by Raúl Arrabales & Jorge Muñoz, Co-founders of Serendeepia Research.

21st November 2019
Kinépolis, Madrid

Do you want to know more? https://www.bigthingsconference.com/