ID-XCB: Data-independent Debiasing for Fair and Accurate Transformer-based Cyberbullying Detection

no code implementations • 26 Feb 2024 • Peiling Yi, Arkaitz Zubiaga

Swear words are a common proxy to collect datasets with cyberbullying incidents.

Session-based Cyberbullying Detection in Social Media: A Survey

no code implementations • 14 Jul 2022 • Peiling Yi, Arkaitz Zubiaga

In this survey paper, we define the Session-based Cyberbullying Detection framework that encapsulates the different steps and challenges of the problem.

Cyberbullying detection across social media platforms via platform-aware adversarial encoding

no code implementations • 1 Apr 2022 • Peiling Yi, Arkaitz Zubiaga

Despite the increasing interest in cyberbullying detection, existing efforts have largely been limited to experiments on a single platform and their generalisability across different social media platforms have received less attention.

Weakly Supervised Cross-platform Teenager Detection with Adversarial BERT

no code implementations • 24 Aug 2021 • Peiling Yi, Arkaitz Zubiaga

Teenager detection is an important case of the age detection task in social media, which aims to detect teenage users to protect them from negative influences.