Emanuele La Malfa

When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits

2025

Online misinformation remains a critical challenge, and fact-checkers increasingly rely on claim matching systems that use sentence embedding models to retrieve relevant fact-checks.However, as users interact with claims online, they often introduce edits, and it …