Can Interpretability Layouts Influence Human Perception of Offensive Sentences?

no code implementations • 1 Mar 2024 • Thiago Freitas dos Santos, Nardine Osman, Marco Schorlemmer

This paper conducts a user study to assess whether three machine learning (ML) interpretability layouts can influence participants' views when evaluating sentences containing hate speech, focusing on the "Misogyny" and "Racism" classes.

Learning for Detecting Norm Violation in Online Communities

no code implementations • 30 Apr 2021 • Thiago Freitas dos Santos, Nardine Osman, Marco Schorlemmer

In this paper, we focus on normative systems for online communities.

Heuristics, Answer Set Programming and Markov Decision Process for Solving a Set of Spatial Puzzles

1 code implementation • 16 Feb 2019 • Thiago Freitas dos Santos, Paulo E. Santos, Leonardo A. Ferreira, Reinaldo A. C. Bianchi, Pedro Cabalar

The goal of this work is to investigate the automated solution of this kind of puzzles adapting an algorithm that combines Answer Set Programming (ASP) with Markov Decision Process (MDP), algorithm oASP(MDP), to use heuristics accelerating the learning process.

Q-Learning Reinforcement Learning (RL)