One LLM to Train Them All: Multi-Task Learning Framework for Fact-Checking

Malin Astrid Larsson, Harald Fosen Grunnaleite, Vinay Setty

Large language models (LLMs) are reshaping automated fact-checking (AFC) by enabling unified, end-to-end verification pipelines rather than isolated components. While large proprie…