VIGIL: An Extensible System for Real-Time Detection and Mitigation of Cognitive Bias Triggers
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Abstract (arXiv)
The rise of generative AI is posing increasing risks to online information integrity and civic discourse. Most concretely, such risks can materialise in the form of mis- and disinformation. As a mitigation, media-literacy and transparency tools have been developed to address factuality of information and the reliability and ideological leaning of information sources. However, a subtler but possibly no less harmful threat to civic discourse is to use of persuasion or manipulation by exploiting human cognitive biases and related cognitive limitations. To the best of our knowledge, no tools exist to directly detect and mitigate the presence of triggers of such cognitive biases in online information. We present VIGIL (VIrtual GuardIan angeL), the first browser extension for real-time cognitive bias trigger detection and mitigation, providing in-situ scroll-synced detection, LLM-powered reformulation with full reversibility, and privacy-tiered inference from fully offline to cloud. VIGIL is built to be extensible with third-party plugins, with several plugins that are rigorously validated against NLP benchmarks are already included. It is open-sourced at https://github.com/aida-ugent/vigil.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 9 of its 22 references that are in the map. First posted on arXiv 12 Mar 2026.
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References · 9
- 2022A New Generation of Perspective API: Efficient Multilingual Character-level Transformerscited by 181
- 2020SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articlescited by 79
- 2022Logical Fallacy Detectioncited by 25
- 2020Prta: A System to Support the Analysis of Propaganda Techniques in the Newscited by 23
- 2024WebLLM: A High-Performance In-Browser LLM Inference Enginecited by 13
- 2024Evaluation of an LLM in Identifying Logical Fallacies: A Call for Rigor When Adopting LLMs in HCI Researchcited by 10
- 2023Large Language Models for Propaganda Detectioncited by 7
- 2021NudgeCred: Supporting News Credibility Assessment on Social Media Through Nudgescited by 2
- 2025The Moralization Corpus: Frame-Based Annotation and Analysis of Moralizing Speech Acts across Diverse Text Genrescited by 2
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