Unedmediabiasteam @ SemEval-2023 Task 3: Can we detect persuasive techniques transferring knowledge from media bias detection?
SemEval @ ACL 2023, pp. 789–797, 2023. doi:10.18653/v1/2023.semeval-1.109
Abstract
How similar is the detection of media bias to the detection of persuasive techniques? We explore how transferring knowledge from one task to the other may help to improve performance. We developed systems for SemEval-2023 Task 3, participating in news genre categorization and persuasion techniques detection across 9 languages using two-stage fine-tuned multilingual models.
Related work
- Media Bias Within Information Disorder: Bridging Two Research Communities Through a Systematic ReviewInDor Workshop @ LREC 2026, 2026
- From Co-Pilots to Co-Workers: A Formal Typology of Human–Agent Collaboration in OrganizationsIEEE Conference on Artificial Intelligence (CAI) 2026, 2026
- The Epistemic Limits of NLP Models in Media Bias Detection: Toward a Framework for Context-Aware and Reflexive AI SystemsIEEE Conference on Artificial Intelligence (CAI) 2026, 2026
- A benchmark of expert-level academic questions to assess AI capabilitiesNature, 2026