L. Santos

Beyond Verdicts: Explainable Fact-Checking via a Linguistically-Grounded Multi-Agent Framework

Automated fact-checking systems still fall short of producing explanations that mirror the depth and structure of expert human reasoning. In this work, we propose a multi-agent framework that integrates five specialized linguistic agents covering polarization, linguistic style, argumentation, plausibility, and contextu...