EvoFEND: Dual Memory-Driven Self-Evolving Fake News Detection
EvoFEND is introduced, a dual memory-driven self-evolving agent with two complementary components: Event Memory incrementally maintains a dynamic working context over streaming evidence, enabling continuous refinement of event-level judgments, and Experience Memory distills transferable lessons from historical cases to...